Wireless Communications: Signal Processing Perspectives
H. V. Poor and G. W. Wornell, eds.
Prentice-Hall, Inc.: Upper Saddle River, NJ, 1998

Signal processing algorithms and architectures have an increasingly important role to play in meeting the central challenges faced in the design of advanced wireless communication systems. In Wireless Communications: Signal Processing Perspectives, leaders in the field describe state-of-the-art research in applying signal processing methodologies in the context of tomorrow’s most important wireless applications, ranging from next-generation cellular telephony and personal communication services, to nomadic computing and wireless multimedia.

Wireless Communications: Signal Processing Perspectives is a valuable reference both for signal processing specialists seeking to apply their expertise in the rapidly growing wireless communications field, and for communications specialists eager to exploit signal processing techniques and implementations in developing efficient wireless systems of the future.Wireless Communications: Signal Processing Perspectives includes both physical and network layer topics, and also contains a thought-provoking essay by Andrew J. Viterbi on the laws of nature and society that ultimately govern wireless networks.

Signal Processing with Fractals: A Wavelet-Based Approach
G. W. Wornell
Prentice-Hall: Upper Saddle River, NJ, 1996

Fractal geometry and recent developments in wavelet theory are having an important impact on the field of signal processing. Efficient representations for fractal signals based on wavelets are opening up new applications for signal processing, and providing better solutions to problems in existing applications. Signal Processing with Fractals provides a valuable introduction to this new and exciting area, and develops a powerful conceptual foundation for understanding the topic. Practical techniques for synthesizing, analyzing, and processing fractal signal for a wide range of applications are developed in detail, and novel applications in communications are explored. Written by a signal processor for signal processors, Signal Processing with Fractals is a self-contained, well-illustrated treatise, and includes a highly accessible concept-oriented primer of the relevant wavelet theory.

1. G. Aminian, Y. Bu, L. Toni, M. R. D. Rodrigues, and G. W. Wornell, “Information-Theoretic Characterizations of Generalization Error for the Gibbs Algorithm“, IEEE Trans. Inform. Theory, vol. 70, no. 1, pp. 632-655, January 2024.

2. X. Chen, L. Liu, D Guo, and G. W Wornell, “Asynchronous Massive Access and Neighbor Discovery Using OFDMA“, IEEE Trans. Inform. Theory, vol. 69, no. 4, pp. 2364-2384, April 2023.

3. T. Arikan, A. Weiss, H. Vishnu, G. B. Deane, A. C. Singer, and G. W. Wornell, “An Architecture for Passive Joint Localization and Structure Learning in Reverberant Environments“, J. Acoust. Soc. Am., vol. 153, no. 1, pp. 665-677, January 2023.

4. A. Weiss, E. Huang, O. Ordentlich, and G. W. Wornell, “BlindModulo Analog-to-Digital Conversion“, IEEE Trans. Signal Processing, vol. 70, pp. 4586-4601, August 2022.

5. A. Weiss, T. Arikan, H. Vishnu, G. B. Deane, A. C. Singer, and G. W. Wornell, “A Semi-Blind Method for Localization of Underwater Acoustic Sources“, IEEE Trans. Signal Processing, vol. 70, no. 7, pp. 3090–3106, July 2022.

6. J. K-W. Lee, Y. Bu, P. Sattigeri, R. Panda, G. W. Wornell, L. Karlinsky, and R. Feris, “A Maximal Correlation Approach to Imposing Fairness in Machine Learning“, Entropy, vol. 24, no. 4, March 2022.

7. X. Xu, S-L. Huang, L. Zheng, and G. W. Wornell, “An Information Theoretic Interpretation to Deep Neural Networks“, Entropy, vol. 24, no. 1, January 2022.

8. A. Painsky and G. W. Wornell, “Bregman Divergence Bounds and Universality Properties of the Logarithmic Loss“, IEEE Trans. Inform. Theory, vol. 66, no. 3, pp. 1658-1673, March 2020.

9. S-L. Huang, A. Makur, G. W. Wornell, and L. Zheng, “On Universal Features for High-Dimensional Learning and Inference“, CoRR, vol. abs/1911.09105 (https://arxiv.org/abs/1911.09105), November 2019.

10. D. Wang, G. Joshi, and G. W. Wornell, “Efficient Straggler Replication in Large-Scale Parallel Computing“, ACM Trans. Model. Perform. Eval. Comput. Syst., vol. 4, no. 2, pp. 7:1-7:23, June 2019.

11. G. Shulkind, S. Jegelka, and G. W. Wornell, “Sensor Array Design Through Submodular Optimization“, IEEE Trans. Inform. Theory, vol. 65, no. 1, pp. 664-675, January 2019.

12. O. Ordentlich, G. Tabak, P. Hanumolu, A. C. Singer, and G. W. Wornell, “A Modulo-Based Architecture for Analog-to-Digital Conversion“, IEEE Trans. Special Topics in Signal Processing, vol. 12, no. 5, pp. 825-840, October 2018.

13. C. Thrampoulidis, G. Shulkind, F. Xu, W. T. Freeman, J. H. Shapiro, A. Torralba, F. N. C. Wong, and G. W. Wornell, “Exploiting Occlusion in Non-Line-of-Sight Active Imaging“, IEEE Trans. Comput. Imaging, vol. 4, no. 3, pp. 419-431, September 2018.

14. S-H. Lee, L. Wang, A. Khisti, and G. W. Wornell, “Covert Communication With Channel-State Information at the Transmitter“, IEEE Trans. Inform. Forensics, Security, vol. 13, no. 9, pp. 2310-2319, September 2018.

15. J. Tang, D. Wang, Y. Polyanskiy, and G. W. Wornell, “Defect Tolerance: Fundamental Limits and Examples“, IEEE Trans. Inform. Theory, vol. 64, no. 7, pp. 5240-5260, July 2018.

16. F. Xu, G. Shulkind, C. Thrampoulidis, J. H. Shapiro, A. Torralba, F. N. C. Wong, and G. W. Wornell, “Revealing Hidden Scenes by Photon-Efficient Occlusion-Based Opportunistic Active Imaging“, Optics Express, vol. 26, no. 8, pp. 9945-9962, April 2018.

17. G. Joshi, E. Soljanin, and G. W. Wornell, “Efficient Redundancy Techniques for Latency Reduction in Cloud Systems“, ACM Trans. Model. Perform. Eval. Comput. Syst., vol. 2, no. 2, pp. 12:1-12:30, April 2017.

18. A. Khina, Y. Kochman, U. Erez, and G. W. Wornell, “Decode-and-Forward Relaying via Standard AWGN Coding and Decoding“, IEEE Trans. Inform. Theory, vol. 62, no. 6, pp. 3547-3560, June 2016.

19. L. Wang, G. W. Wornell, and L. Zheng, “Fundamental Limits of Communication With Low Probability of Detection“, IEEE Trans. Inform. Theory, vol. 62, no. 6, pp. 3493-3503, June 2016.

20. D. Wang, A. Mazumdar, and G. W. Wornell, “Compression in the Space of Permutations“, IEEE Trans. Inform. Theory, vol. 61, no. 12, pp. 6417-6431, December 2015.

21. H. Zhou, Y. Kochman, and G. W. Wornell, “On-Off Keying Communication Over Optical Channels With Crosstalk“, IEEE J. Select. Areas Commun., vol. 33, no. 9, pp. 1855-1868, September 2015.

22. T. Zhong, H. Zhou, R. D. Horansky, C. Lee, V. B. Verma, A. E. Lita, A Restelli, J. C. Bienfang, R. P. Mirin, T. Gerrits, S. W. Nam, F. Marsili, M. D. Shaw, Z. Zhang, L. Wang, D. Englund, G. W. Wornell, J. H. Shapiro, and F. N. C. Wong, “Photon-efficient quantum key distribution using time–energy entanglement with high- dimensional encoding“, New J. Physics, vol. 17, February 2015.

23. C. Lee, Z. Zhang, G. Steinbrecher, H. Zhou, J. Mower, T. Zhong, L. Wang, X. Hu, R. D. Horansky, V. B. Verma, A. E. Lita, R. P. Mirin, F. Marsili, M. D. Shaw, S. W. Nam, G. W. Wornell, F. N. C. Wong, J. H. Shapiro, and D. Englund, “Entanglement-based Quantum Communication Secured by Nonlocal Dispersion Cancellation“, Phys. Rev. A, vol. 90, no. 6, December 2014.

24. Y. Kochman, L. Wang, and G. W. Wornell, “Toward Photo-Efficient Key Distribution Over Optical Channels“, IEEE Trans. Inform. Theory, vol. 60, no. 8, pp. 4958-4972, August 2014.

25. L. Wang and G. W. Wornell, “A Refined Analysis of the Poisson Channel in the High-Photon-Efficiency Regime“, IEEE Trans. Inform. Theory, vol. 60, no. 7, pp. 4299-4311, July 2014.

26. A. Mazumdar, V. Chandar, and G. W. Wornell, “Update-Efficiency and Local Repairability Limits for Capacity Approaching Codes“, J. Select. Areas Commun., vol. 32, no. 5, pp. 976-988, May 2014.

27. J. Krieger, Y. Kochman, and G. W. Wornell, “Multi-Coset Sparse Imaging Arrays“, IEEE Trans. Antennas, Propag., vol. 62, no. 4, pp. 1701-1715, April 2014.

28. J. Krieger, C-P. Yeang, and G. W. Wornell, “Dense Delta-Sigma Phased Arrays“, IEEE Trans. Antennas, Propag., vol. 61, no. 4, pp. 1825-1837, April 2013.

29. M. M. Shanechi, Z. M. Williams, G. W. Wornell, R. Hu, M. Powers, and E. N. Brown, “A Real-Time Brain-Machine Interface Combining Motor target and Trajectory Intent Using an Optimal Feedback Control Design“, PLoS ONE, vol. 8, no. 4, pp. 1-15, April 2013.

30. A. Tchamkerten, V. Chandar, and G. W. Wornell, “Asynchronous Communication: Capacity Bounds and Suboptimality of Training“, IEEE Trans. Inform. Theory, vol. 59, no. 3, pp. 1227-1255, March 2013.

31. M. M. Shanechi, G. W. Wornell, Z. Williams, and E. N. Brown, “Feedback-Controlled Parallel Point Process Filter for Estimation of Goal-Directed Movements from Neural Signals“, IEEE Trans. Neural Syst., Rehab. Eng., vol. 21, no. 1, pp. 129-140, January 2013.

32. M. M. Shanechi, R. C. Hu, M. Powers, G. W. Wornell, E. N. Brown, and Z. Williams, “Neural Population Partitioning and a Concurent Brain-Machine Interface for Sequential Motor Function“, Nature Neuroscience, vol. 15, pp. 1715-1722, December 2012.

33. U. Niesen, D. Shah, and G. W. Wornell, “Caching in Wireless Networks“, IEEE Trans. Inform. Theory, vol. 58, no. 10, pp. 6524-6540, October 2012.

34. U. Erez, M. D. Trott, and G. W. Wornell, “Rateless Coding for Gaussian Channels“, IEEE Trans. Inform. Theory, vol. 58, no. 2, pp. 530-547, February 2012.

35. A. Khisti, S. Diggavi, and G. W. Wornell, “Secret-Key Generation using Correlated Sources and Channels“, IEEE Trans. Inform. Theory, vol. 58, no. 2, pp. 652-670, February 2012.

36. H. Yao, Y. Kochman, and G. W. Wornell, “A Multi-Burst Transmission Strategy for Streaming over Blockage Channels with Long Feedback Delay“, J. Select. Areas Commun., vol. 29, no. 10, pp. 2033-2043, December 2011.

37. A. Khisti, S. N. Diggavi, and G. W. Wornell, “Secret-Key Agreement With Channel State Information at the Transmitter“, IEEE Trans. Inform. Forensics Security, vol. 6, no. 3, pp. 1556-6013, September 2011.

38. A. Khisti and G. W. Wornell, “Secure Transmission with Multiple Antennas II: The MIMOME Wiretap Channel“, IEEE Trans. Inform. Theory, vol. 56, no. 11, pp. 5515-5532, November 2010.

39. A. Khisti and G. W. Wornell, “Secure Transmission with Multiple Antennas I: The MISOME Wiretap Channel“, IEEE Trans. Inform. Theory, vol. 56, no. 7, pp. 3088-3104, July 2010.

40. A. Tchamkerten, V. Chandar, and G. W. Wornell, “Communication under Strong Asynchronism“, IEEE Trans. Inform. Theory, vol. 55, no. 10, pp. 4508-4528, October 2009.

41. A. Accardi and G. W. Wornell, “Quasi Light Fields: Extending the Light Field to Coherent Radiation“, J. Op. Soc. Am., vol. 26, no. 9, pp. 2055-2066, September 2009.

42. V. Divi and G. W. Wornell, “Blind Calibration of Timing Skew in Time-Interleaved Analog-to-Digital Converters“, IEEE J. Sel. Topics Signal Processing, vol 3, no. 3, pp. 509-522, June 2009.

43. U. Niesen, D. Shah, and G. W. Wornell, “Adaptive Alternating Minimization Algorithms“, IEEE Trans. Inform. Theory, vol. 55, no. 3, pp. 1423-1429, March 2009.

44. U. Niesen and A. Tchamkerten, “Tracking Stopping Times Through Noisy Observations“, IEEE Trans. Inform. Theory, vol. 55, no. 1, pp. 422-432, January 2009.

45. E. Martinian, G. W. Wornell, and R. Zamir, “Source Coding with Distortion Side Information“, IEEE Trans. Inform. Theory, vol. 54, no. 10, pp. 4638-4665, October 2008.

46. V. Chandar, A. Tchamkerten, and G. W. Wornell, “Optimal Sequential Frame Synchronization“, IEEE Trans. Inform. Theory, vol. 54, no. 8, pp. 3725-3728, August 2008.

47. A. Khisti, A. Tchamkerten, and G. W. Wornell, “Secure Broadcasting over Fading Channels“, IEEE Trans. Inform. Theory, vol. 54, no. 6, pp. 2453-2469, June 2008.

48. U. Niesen, D. Shah, and G. W. Wornell, “Source Coding with Mismatched Distortion Measures“, submitted to IEEE Trans. Inform. Theory, April 2008.

49. A. Khisti, U. Erez, A. Lapidoth and G. W. Wornell, “Carbon Copying Onto Dirty Paper“, IEEE Trans. Inform. Theory, vol. 53, no. 5, pp. 1814-1827, May 2007.

50. A.S. Cohen, S.C. Draper, E. Martinian, and G. W. Wornell, “Stealing Bits From a Quantized Source“, IEEE Trans. Inform. Theory, vol. 52, no. 7, pp. 2965-2985, July 2006.

51. A. Khisti, U. Erez, and G. W. Wornell, “Fundamental Limits and Scaling Behavior of Cooperative Multicasting in Wireless Networks“, IEEE Trans. Inform. Theory, vol. 52, no. 6, pp. 2762-2770, June 2006.

52. A. Blestas, A. Khisti, D. Reed, and A. Lippman, “A Simple Cooperative Diversity Method Based on Network Path Selection“, IEEE J. Select. Areas Commun., vol. 24, no. 3, pp. 659-672, March 2006.

53. H. Yao, G. W. Wornell, and L. Zheng, “Perspectives on the diversity-multiplexing trade-off in MIMO systems“, chapter in Space-Time Wireless Systems (H. Boelcskei, D. Gesbert, C. B. Papadias, and A.-J. van der Veen, eds.), 2006.

54. J. N. Laneman, E. Martinian, G. W. Wornell, and J. G. Apostolopoulos, “Source-Channel Diversity for Parallel Channels“, IEEE Trans. Inform. Theory, vol. 51, no. 10, pp. 3518-3539, October 2005.

55. E. Martinian, G. W. Wornell, and B. Chen, “Authentication with Distortion Criteria“, IEEE Trans. Inform. Theory, vol. 51, no. 7, pp. 2523-2542, July 2005.

56. S. C. Draper, M. D. Trott, and G. W. Wornell, “A Universal Approach to Queuing with Distortion Control“, IEEE Trans. Automat. Contr., vol. 50, no. 4, pp. 532-537, April 2005.

57. J. N. Laneman, D. N. C. Tse, and G. W. Wornell, “Cooperative Diversity in Wireless Networks: Efficient Protocols and Outage Behavior“, IEEE Trans. Inform. Theory, vol. 50, no. 12, pp. 3062-3080, December 2004.

58. S. C. Draper and G. W. Wornell, “Side Information Aware Coding Strategies for Sensor Networks“, J. Select. Areas Commun., Vol 22, No. 6, pp. 966-976, August 2004.

59. E. Martinian, “Waterfilling Gains O(1/SNR) at high SNR“, unpublished notes, February 2004.

60. Y. C. Eldar and A. M. Chan, “An Optimal Whitening Approach to Linear Multiuser Detection“, IEEE Trans. Inform. Theory, vol. 49, pp. 2156-2171, October 2003.

61. J. N. Laneman and G. W. Wornell, “Distributed Space-Time Coded Protocols for Exploiting Cooperative Diversity in Wireless Networks“, IEEE Trans. Inform. Theory, vol. 49, no. 10, pp. 2415-2425, October 2003.

62. R. J. Barron, B. Chen and G. W. Wornell, “The Duality Between Information Embedding and Source Coding with Side Information and Some Applications“, IEEE Trans. Inform. Theory, vol. 49, no. 5. pp 1159-1179, May 2003.

63. Y. C. Eldar and A. M. Chan, “On the Asymptotic Performance of the Decorrelator“, IEEE Trans. Inform. Theory, vol. 49, pp. 2309-2313, January 2003.

64. A. M. Chan and G. W. Wornell, “A New Class of Efficient Block-Iterative Interference Cancellation Techniques for Digital Communication Receivers“, J. VLSI Signal Processing (Special Issue on Signal Processing for Wireless Communication Systems), vol. 30, pp. 197-215, January 2002.

65. A. M. Chan and G. W. Wornell, “A Class of Block-Iterative Equalizers for Intersymbol Interference Channels: Fixed Channel Results“, IEEE Trans. Commun, vol. 49, no. 11, November 2001.

66. B. Chen and G. W. Wornell, “Quantization Index Modulation: A Class of Provably Good Methods for Digital Watermarking and Information Embedding“, IEEE Trans. Inform. Theory, vol. 47, no. 4, pp. 1423-1443, May 2001.

67. H. C. Papadopoulos, G. W. Wornell, and A. V. Oppenheim, “Sequential Signal Encoding from Noisy Measurements Using Quantizers with Dynamic Bias Control“, IEEE Trans. Inform. Theory, vol. 47, no. 3, pp. 978-1002, March 2001.

68. B. Chen and G. W. Wornell, “Implementations of Quantization Index Modulation Methods for Digital Watermarking and Information Embedding of Multimedia“, J. VLSI Signal Processing (Special Issue on Multimedia Signal Processing), vol. 27, pp. 7-33, February 2001.

69. A. Narula, M. D. Trott, and G. W. Wornell, “Performance Limits of Coded Diversity Methods for Transmitter Antenna Arrays“, IEEE Trans. Inform. Theory., Vol. 45, No. 7, pp. 2418-2433, November 1999.

70. A. C. Singer, A. V. Oppenheim, and G. W. Wornell, “Detection and Estimation of Multiplexed Soliton Signals“, IEEE Trans. Signal Processing, Vol. 47, No. 10, pp. 2768 – 2782, October 1999.

71. J. M. Ooi and G. W. Wornell, “Fast Iterative Coding Techniques for Feedback Channels“, IEEE Trans. Inform. Theory, Vol. 44, No. 9, pp. 2960-2976, November 1998.

72. A. Narula, M. J. Lopez, M. D. Trott, and G. W. Wornell, “Efficient Use of Side Information in Multiple-Antenna Data Transmission over Fading Channels“, IEEE J. Selected Areas of Commun., Vol. 16, No. 8, pp. 1423-1436, October 1998.

73. B. Chen and G. W. Wornell, “Analog Error-Correcting Codes Based on Chaotic Dynamical Systems“, IEEE Trans. Commun., Vol. 46, No. 7, pp. 881-890, July 1998.

74. S. Beheshti, S. H. Isabelle, and G. W. Wornell, “Joint Intersymbol and Multiple-Access Interference Suppression Algorithms for CDMA Systems“, European Trans. Telecommun., Special Issue on Code-Division Multiple-Access Techniques for Wireless Communication Systems, Vol. 9, No. 5, pp. 403-418, January 1998.

75. J. M. Ooi, S. M. Verbout, J. T. Ludwig, and G. W. Wornell, “A Separation Theorem for Periodic Sharing Information Patterns in Decentralized Control“, IEEE Trans. Automat. Contr., Vol. 42, No. 11, November 1997.

76. S. H. Isabelle and G. W. Wornell, “Statistical Analysis and Spectral Estimation Techniques for One-Dimensional Chaotic Signals“, IEEE Trans. Signal Processing, Vol. 45, No. 6, June 1997.

77. G. W. Wornell and M. D. Trott, “Efficient Signal Processing Techniques for Exploiting Transmit Antenna Diversity on Fading Channels“, IEEE Trans. Signal Processing, Special Issue on Signal Processing for Advanced Communications, Vol. 45, No. 1, January 1997.

78. G. W. Wornell, “Emerging Applications of Multirate Signal Processing and Wavelets in Digital Communications“, Proc. IEEE, Vol. 84, No. 4, April 1996.

79. G. W. Wornell, “Spread-Response Precoding for Communication over Fading Channels“, IEEE Trans. Inform. Theory, Vol. 42, No. 2, March 1996.

80. G. W. Wornell, “Spread-Signature CDMA: Efficient Multiuser Communication in the Presence of Fading“, IEEE Trans. Inform. Theory, Vol. 41, No. 5, September 1995.

81. W. M. Lam and G. W. Wornell, “Multiscale Representation and Estimation of Fractal Point Processes“, IEEE Trans. Signal Processing, Vol. 43, No. 11, January 1995.

82. H. C. Papadopoulos and G. W. Wornell, “Maximum Likelihood Estimation of a Class of Chaotic Signals“, IEEE Trans. Inform. Theory, Vol. 41, No. 1, January 1995.

83. G. W. Wornell, “Wavelet-Based Representations for the 1/f Family of Fractal Processes“, Proc. IEEE, Vol. 81, No. 10, October 1993.

84. G. W. Wornell and A. V. Oppenheim, “Wavelet-Based Representations for a Class of Self-Similar Signals with Application to Fractal Modulation“, IEEE Trans. Inform. Theory, Vol. 38, No. 2, March 1992.

85. G. W. Wornell and A. V. Oppenheim, “Estimation of Fractal Signals from Noisy Measurements Using Wavelets“, IEEE Trans. Signal Processing, Vol. 40, No. 3, March 1992.

86. G. W. Wornell, “A Karhunen-Loeve-like Expansion for 1/f Processes via Wavelets“, IEEE Trans. Inform. Theory, Vol. 36, No. 4, July 1990.

1. T. Jayashankar, G. C. F. Lee, A. Lancho, A. Weiss, Y. Polyanskiy, and G. W. Wornell, “Score-based Source Separation with Applications to Digital Communication Signals“, to appear in Advances Neural Inform. Proc. Syst. (NeurIPS-2023), (New Orleans, LA), December 2023.

2. M. Jin, A. Yellipeddi, and G. W. Wornell, “2D-Radar Imaging with Deep Convolutional Neural Networks“, in Proc. Int. Workshop Mach. Learning, Signal Process. (MLSP-2023), (Rome, Italy), September 2023.

3. M. Shen, Y. Bu, and G. W. Wornell, “On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation“, in Proc. Int. Conf. Mach. Learning (ICML-2023), (Honolulu, HI), July 2023.

4. A. Shah, M. Shen, J. Ryu, S. Das, P. Sattigeri, Y. Bu, and G. W. Wornell, “Group Fairness with Uncertainty in Sensitive Attributes”, in ICML 2023 Workshop on Spurious Correlations, Invariance, and Stability (SCIS-203), (Honolulu, HI), July 2023.

5. Y. Bu, H. V. Tetali, G. Aminian, M. Rodrigues, and G. W. Wornell, “On the Generalization Error of Meta-Learning for the Gibbs Algorithm“, in Proc. Int. Symp. Inform. Theory (ISIT-2023), (Taipei, Taiwan), June 2023.

6. A. Weiss, A. Lancho, Y. Bu, and G. W. Wornell, “A Bilateral Bound on the Mean-Square Error for Estimation in Model Mismatch“, in Proc. Int. Symp. Inform. Theory (ISIT-2023), (Taipei, Taiwan), June 2023.

7. G. C. F. Lee, A. Weiss, A. Lancho, Y. Polyanskiy, and G. W. Wornell, “On Neural Architectures for Deep Learning-based Source Separation of Co-Channel OFDM Signals“, in Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP-2023), (Rhodes, Greece), June 2023.

8. A. Weiss, A. C. Singer, and G. W. Wornell, “Towards Robust Data-Driven Underwater Acoustic Localization: A Deep CNN Solution with Performance Guarantees for Model Mismatch“, in Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP-2023), (Rhodes, Greece), June 2023.

9. T. Arikan, A. Weiss, H. Vishnu, G. Deane, A. C. Singer, and G. W. Wornell, “Learning Environmental Structure Using Acoustic Probes with a Deep Neural Network“, in Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP-2023)}, (Rhodes, Greece), June 2023.

10. T. Arikan, A. Weiss, H. Vishnu, G. B. Deane, A. C. Singer, and G. W. Wornell, “An Architecture for Passive Joint Localization and Environment Learning in Shallow-Water Underwater Acoustic Settings”, in Proc. Meeting Acoust. Soc. Am. (ASA), (Chicago, IL): J. Acoust. Soc. Am., vol. 153, no. 3, pt. 2, p. A375, May 2023.

11. A. Weiss, G. B. Deane, A. C. Singer, and G. W. Wornell, “On Data-Driven Underwater Acoustic Direct Localization: Design Considerations of a Deep Neural Network-Based Solution”, in Proc. Meeting Acoust. Soc. Am. (ASA)}, (Chicago, IL): J. Acoust. Soc. Am., vol. 153, no. 3, pt. 2, p. A177, May 2023.

12. M. Shen, S. Ghosh, P. Sattigeri, S. Das, Y. Bu, and G. W. Wornell, “Reliable Gradient-free and Likelihood-free Prompt Tuning“, in Find. Assoc. Comput. Ling. (EACL-2023), (Dubrovnik, Croatia), May 2023.

13.M. Shen, Y. Bu, P. Sattigeri, S. Ghosh, S. Das, and G. W. Wornell, “Post-hoc Uncertainty Learning using a Dirichlet Meta-Model“, in Proc. AAAI Conf. Artif. Intel. (AAAI-2023), (Washington, DC), February 2023.

14. S. Medin, F. Durand, W. T. Freeman, and G. W. Wornell, “Can Shadows Reveal Biometric Information?“, in Proc. Winter Conf. Appl. Comp. Vision. (WACV-2023), (Waikoloa, HI), January 2023.

15. A. Lancho, A. Weiss, G. Lee, J. Tang, Y. Bu, Y. Polyanskiy, and G. W. Wornell, “Data–Driven Blind Synchronization and Interference Rejection for Digital Communication Signals“, in Proc. Global Commun. Conf. (GLOBECOMM-2022), (Rio de Janeiro, Brazil), December 2022.

16. A. Shah, R. Dwivedi, D. Shah, and G. W. Wornell, “On Counterfactual Inference With Unobserved Confounding”, in Proc. NeurIPS 2022 Workshop on Causality for Real-World Impact (CML4Impact-22), (New Orleans, LA), December 2022.

17. J. W. Choi, G. Chowdhary, A. C. Singer, H. Vishnu, A. Weiss, G. W. Wornell, and G. Deane, “Online Segmented Recursive Least-Squares for Multipath Doppler Tracking“, in Proc. Underwater Comm., Networking Conf. (UCOMMS-2022), (Lerici, Italy), August 2022.

18. Gary C.F. Lee, Amir Weiss, Alejandro Lancho, Jennifer Tang, Yuheng Bu, Yury Polyanskiy, Gregory W. Wornell, “Exploiting Temporal Structures of Cyclostationary Signals for Data-Driven Single-Channel Source Separation“, in Proc. Int. Workshop Mach. Learning Signal Process. (MLSP-2022), (Xi’an, China), August 2022.

19. A. Weiss, T. Arikan, and G. W. Wornell, “Direct Localization in Underwater Acoustics via Convolutional Neural Networks: A Data-Driven Approach“, in Proc. Int. Workshop Mach. Learning Signal Process. (MLSP-2022), (Xi’an, China), August 2022.

20. A. Shah, Y. Bu, J. K-W. Lee, S. Das, R. Panda, P. Sattigeri, and G. W. Wornell, “Selective Regression Under Fairness Criteria“, in Proc. Int. Conf. Machine Learning (ICML-2022), (Baltimore, MD), Proc. Mach. Learn. Res. (PMLR), vol. 162, pp. 19598-19615, July 2022.

21. G. Aminian, Y. Bu, G. W. Wornell, and M. R. D. Rodrigues, “Tighter Expected Generalization Error Bounds via Convexity of Information Measures“, in Proc. IEEE Int. Symp. Inform. Theory (ISIT-2022), (Helsinki, Finland), June 2022.

22. J. K-W. Lee, Y. Bu, G. W. Wornell, P. Sattigeri, R. Panda, L. Karlinsky, and R. Feris, “A Maximal Correlation Approach to Imposing Fairness in Machine Learning“, in Proc. Int. Conf. Acoust., Speech, Signal Processing (ICASSP-2022), (Singapore), May 2022.

23. A. Weiss, E. Huang, O. Ordentlich, and G. W. Wornell, “Blind Modulo Analog-to-Digital Conversion of Vector Processes“, in Proc. Int. Conf. Acoust., Speech, Signal Processing (ICASSP-2022), (Singapore), May 2022.

24. Y. Bu, G. Aminian, L. Toni, G. W. Wornell, and M. Rodrigues, “Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm“, in Proc. Int. Conf. Artif. Intell., Stat. (AISTATS-2022), (virtual), March 2022.

25. G. Aminian, Y. Bu, L. Toni, M. Rodrigues, and G. W. Wornell, “An Exact Characterization of the Generalization Error for the Gibbs Algorithm“, in Advances Neural Inform. Proc. Syst. (NeurIPS-2021), (virtual), December 2021.

26. A. Shah, D. Shah, and G. W. Wornell, “A Computationally Efficient Method for Learning Exponential Family Distributions“, in Advances Neural Inform. Proc. Syst. (NeurIPS-2021), (virtual), December 2021.

27. P. Sharma, M. Aittala, Y. Y. Schechner, A. Torralba, G. W. Wornell, W. T. Freeman, and F. Durand, “What You Can Learn by Staring at a Blank Wall“, in Proc. Int. Conf. Computer Vision (ICCV-2021), (virtual), October 2021.

28. Y. Bu, J. K. W. Lee, S. Das, R. Panda, D. Rajan, P. Sattigeri, and G. W. Wornell, “Fair Selective Classification via Sufficiency“, in Proc. Int. Conf. Mach. Learning (ICML-2021), (virtual), Proc. Mach. Learn. Res. (PMLR), vol. 139, pp. 6076-6086, July 2021.

29. Y. Bu, T. T. Wang, and G. W. Wornell, “SDP Methods for Sensitivity-Constrained Privacy Funnel and Information Bottleneck Problems“, in Proc. Int. Symp. Inform. Theory (ISIT-2021), (virtual), July 2021.

30. A. Weiss and G. W. Wornell, “One-Bit Direct Position Determination of Narrowband Gaussian Signals“, in Proc. Stat. Signal Process. Workshop (SSP-2021), (virtual), July 2021.

31. A. Shah, D. Shah, and G. W. Wornell, “On Learning Continuous Pairwise Markov Random Fields“, in Proc. Int. Conf. Artif. Intel., Stat. (AISTATS-2021), (virtual), Proc. Mach. Learn. Res. (PMLR), vol. 30, pp. 1153-1161, April 2021.

32. A. Makur, G. W. Wornell, and L. Zheng, “On Estimation of Modal Decompositions“, in Proc. Int. Symp. Inform. Theory (ISIT-2020), (virtual), June 2020.

33. S-L. Huang, X. Xu, L. Zheng, and G. W. Wornell, “A Local Characterization for Wyner Common Information“, in Proc. Int. Symp. Inform. Theory (ISIT-2020), (virtual), June 2020.

34. L. Wang and G. W. Wornell, “Communication Subject to State Obfuscation“, in Proc. Int. Zurich Seminar Inform., Commun. (IZS-2020), (Zurich, Switzerland), February 2020.

35. M. Aittala, P. Sharma, A. B. Yedidia, L. Murmann, W. T. Freeman, G. W. Wornell, and F. Durand, “Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization“, in Advances Neural Inform. Proc. Syst. (NeurIPS-2019), (Vancouver, Canada), December 2019.

36. J. K. W. Lee, P. Sattigeri, and G. W. Wornell, “Learning New Tricks From Old Dogs: Multi-Source Transfer Learning From Pre-Trained Networks“, in Advances Neural Inform. Proc. Syst. (NeurIPS-2019), (Vancouver, Canada), December 2019.

37. G. C. F. Lee, A. S. Rawat, and G. W. Wornell, “Robust Direction of Arrival Estimation in the Presence of Array Faults using Snapshot Diversity“, Proc. Glob. Conf. Signal, Inform. Processing (GlobalSIP-2019), (Ottawa, Canada), November 2019.

38. S-L. Huang, X. Xu, L. Zheng, and G. W. Wornell, “An Information Theoretic Interpretation to Deep Neural Networks“, in Proc. Int. Symp. Inform. Theory (ISIT-2019), (Paris, France), July 2019.

39. A. B. Yedidia, M. Baradad, C. Thrampoulidis, W. T. Freeman, and G. W. Wornell, “Using Unknown Occluders to Recover Hidden Scenes“, in Proc. Conf. Computer Vision, Pattern Recognition (CVPR-2019), (Long Beach, CA), June 2019.

40. J. K. W. Lee, P. Sattigeri, and G. W. Wornell, “Few-Shot Transfer Learning from Multiple Pre-Trained Networks”, in Proc. Int. Conf. Machine Learning (ICML-2019) Workshop on Generalization, (Long Beach, CA), June 2019.

41. G. Ajjanagadde, A. B. Yedidia, C. Thrampoulidis, and G. W. Wornell, “Near-Optimal Coded Apertures for Imaging via Nazarov’s Theorem“, in Proc. Int. Conf. Acoust., Speech, Signal Processing (ICASSP-2019), (Brighton, UK), May 2019.

42. A. Kumar, P. Sattigeri, K. Wadhawan, L. Karlinsky, R. Feris, W. T. Freeman, and G. W. Wornell, “Co-regularized Alignment for Unsupervised Domain Adaptation“, in Proc. Conf. Neural Inform. Process. Syst. (NeurIPS-2018), (Montréal, Canada), December 2018.

43. S-L. Huang, A. Makur, G. W. Wornell, and L. Zheng., “Gaussian Universal Features, Canonical Correlations, and Common Information“, in Proc. Inform. Theory Workshop (ITW-2018), (Guangzhou, China), November 2018.

44. F. Naser, I. Gilitschenski, G. Rosman, A. Amini, F. Durand, A. Torralba, G. W. Wornell, W. T. Freeman, S. Karaman, D. Rus, “ShadowCam: Real-Time Detection of Moving Obstacles Behind a Corner for Autonomous Vehicles“, in Proc. Int. Conf. Intel. Transport. Syst. (ITSC-2018), (Maui, HI), November 2018.

45. M. Baradad Jurjo, V. Ye, A. Yedidia, F. Durand, W. T. Freeman, G. W. Wornell, and A. Torralba, “Inferring Light Fields from Shadows“, in Proc. Conf. Computer Vision, Pattern Recognition (CVPR-2018), (Salt Lake, UT), June 2018.

46. A. Painsky and G. W. Wornell, “On the Universality of the Logistic Loss Function“, in Proc. Int. Symp. Inform. Theory (ISIT-2018), (Vail, CO), June 2018.

47. A. Yedidia, C. Thrampoulidis, and G. W. Wornell, “Analysis and Optimization of Aperture Design in Computational Imaging“, in Proc. Int. Conf. Acoustics, Speech, Signal Processing (ICASSP-2018), (Calgary, Canada), April 2018.

48. K. L. Bouman, V. Ye, A. B. Yedidia, F. Durand, G. W. Wornell, A. Torralba, and W. T. Freeman, “Turning Corners into Cameras: Principles and Methods“, in Proc. Int. Conf. Computer Vision (ICCV-2017), (Venice, Italy), October 2017.

49. S-L. Huang, A. Makur, L. Zheng, and G. W. Wornell, “An Information-Theoretic Approach to Universal Feature Selection in High-Dimensional Inference“, in Proc. Int. Symp. Inform. Theory (ISIT-2017), (Aachen, Germany), June 2017.

50. S-H. Lee, L. Wang, A. Khisti, and G. W. Wornell, “Covert Communication with Noncausal Channel-State Information at the Transmitter“, in Proc. Int. Symp. Inform. Theory (ISIT-2017), (Aachen, Germany), June 2017.

51. G. Shulkind, S. Jegelka, and G. W. Wornell, “Multiple Wavelength Sensing Array Design“, in Proc. Int. Conf. Acoustics, Speech, Signal Processing (ICASSP-2017), (New Orleans, LA), March 2017.

52. Q. He, G. W. Wornell, and W. Ma, “An Adaptive Multi-Band System for Low Power Voice Command Recognition“, in Proc. Interspeech (San Francisco, CA), September 2016.

53. Y. Kochman and G. W. Wornell, “The Dispersion of the Mean Excess Distortion“, in Proc. IEEE Inform. Theory Workshop (ITW-2016), (Cambridge, England), September 2016.

54. J. S. Tang, D. Wang, Y. Polyanskiy, and G. W. Wornell, “Defect Tolerance: Fundamental Limits and Examples“, in Proc. IEEE Int. Symp. Inform. Theory (ISIT-2016), (Barcelona, Spain), July 2016.

55. Q. He, G. W. Wornell, and W. Ma, “A Low-Power Text-Dependent Speaker Verification System with Narrow-Band Feature Pre-Selection and Weighted Dynamic Time Warping“, in Proc. Odyssey: Speaker, Language Recognition Workshop (Bilbao, Spain), June 2016.

56. G. Shulkind, G. W. Wornell, and Y. Kochman, “Direction of Arrival Estimation in MIMO Radar Systems with Nonlinear Reflectors“, in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP-2016), (Shanghai, China), March 2016.

57. X. Zhang and G. W. Wornell, “A Sampling Method Based on LDPC Codes“, in Proc. Neural Information Processing Systems (NIPS-2015) Workshop on Advances Approx. Bayesian Inference, (Montreal, Canada), December 2015.

58. Y. Kochman and G. W. Wornell, “Excess Distortion in Lossy Compression: Beyond One-Shot Analysis“, in Proc. Allerton Conf. Commun., Contr., Computing (Illinois), September 2015.

59. G. Joshi, E. Soljanin, and G. W. Wornell, “Efficient Replication of Queued Tasks for Latency Reduction in Cloud Systems“, in Proc. Allerton Conf. Commun., Contr., Computing (Illinois), September 2015.

60. G. Joshi, D. Wang, and G. W. Wornell, “Using Straggler Replication to Reduce Latency in Large-Scale Parallel Computing“, in Proc. ACM SIGMETRICS Distributed Cloud Computing Workshop (DCC-2015), (Portland, OR), June 2015.

61. G. Joshi, E. Soljanin, and G. W. Wornell, “Queues with Redundancy: Latency-Cost Analysis“, in Proc. Math. Modeling, Analysis Workshop (MAMA-2015), (Portland, OR), June 2015.

62. K. Mahadaviani, A. Khisti, G. Joshi, and G. W. Wornell, “Playback Delay in On-Demand Streaming Communication with Feedback“, in Proc. Int. Symp. Inform. Theory (ISIT-2015), (Hong Kong, China), June 2015.

63. A. Mazumdar, V. Chandar, and G. W. Wornell, “Local Recovery in Data Compression for General Sources“, in Proc. Int. Symp. Inform. Theory (ISIT-2015), (Hong Kong, China), June 2015.

64. L. Wang, G. W. Wornell, L. Zheng, “Limits of Low-Probability-of-Detection Communication over a Discrete Memoryless Channel“, in Proc. Int. Symp. Inform. Theory (ISIT-2015), (Hong Kong, China), June 2015.

65. Y.-z. Huang and G. W. Wornell, “Separation Architectures for Lossy Compression“, in Proc. Inform. Theory Workshop (ITW-2015), (Jerusalem, Israel), April 2015.

66. Y.-z. Huang and G. W. Wornell, “Practical Compression with Model-Code Separation“, in Proc. Data Compression Conf. (DCC-2015), (Snowbird, UT), April 2015.

67. Y. Kochman and G. W. Wornell, “Lossy Compression with a Short Processing Block: Asymptotic Analysis“, in Proc. Conv. Elec. Electron. Eng. Israel (IEEEI-2014), (Eilat, Israel), December 2014.

68. D. Wang, A. Mazumdar, and G. W. Wornell, “Lossy Compression of Permutations“, in Proc. Int. Symp. Inform. Theory (ISIT-2014), (Honolulu, HI), July 2014.

69. D. Wang, Y. Polyanskiy, and G. W. Wornell, “Scalar Quantization with Noisy Partitions and its Application to Flash ADC Design“, in Proc. Int. Symp. Inform. Theory (ISIT-2014), (Honolulu, HI), July 2014.

70. L. Wang and G. W. Wornell, “The Impact of Dark Current on the Wideband Poisson Channel“, in Proc. Int. Symp. Inform. Theory (ISIT-2014), (Honolulu, HI), July 2014.

71. H. Zhou, D. Wang, and G. W. Wornell, “A Simple Class of Efficient Compression Schemes Supporting Local Access and Editing“, in Proc. Int. Symp. Inform. Theory (ISIT-2014), (Honolulu, HI), July 2014.

72. H. Zhou and G. W. Wornell, “On the Limits of Communication over Optical On-Off Keying Channels with Crosstalk“, in Proc. Int. Symp. Inform. Theory (ISIT-2014), (Honolulu, HI), July 2014.

73. G. Joshi, Y. Kochman, and G. W. Wornell, “Throughput-Smoothness Trade-Offs in Multicasting of an Ordered Packet Stream“, in Proc. Int. Symp. Network Coding (NETCOD-2014), (Aalborg, Denmark), June 2014.

74. D. Wang, G. Joshi, and G. W. Wornell, “Efficient Task Replication for Fast Response Times in Parallel Computation“, in Proc. ACM Int. Conf. Measurement, Modeling Computer Syst. (SIGMETRICS-2014), (Austin, TX), June 2014.

75. C. Lee, Z. Zhang, J. Mower, G. Steinbrecher, H. Zhou, L. Wang, R. D. Horansky, V. B. Verma, M. S. Allman, A. E. Lita, R. P. Mirin, F. Marsili, A. D. Beyer, M. D. Shaw, S. W. Nam, G. W. Wornell, F. N. C. Wong, J. H. Shapiro, and D. Englund, “High-dimensional time-energy entanglement-based quantum key distribution using dispersive optics“, in Proc. Conf. Lasers, Electro-Optics (CLEO-2014), (San Jose, CA), May 2014.

76. T. Zhong, H. Zhou, G. W. Wornell, Z. Zhang, J. H. Shapiro, F. N. C. Wong, R. Horansky, V. Verma, A. Lita, R. P. Mirlin, T. Gerrits, S. W. Nam, A. Restelli, J. C. Bienfang, F. Marsili, and M. D. Shaw, “Photon-Efficient High-Dimensional Quantum Key Distribution“, in Proc. Conf. Lasers, Electro-Optics (CLEO-2014), (San Jose, CA), May 2014.

77. G. Joshi, Y. Kochman, and G. W. Wornell, “The Effect of Block-Wise Feedback on the Throughput-Delay Trade-Off in Streaming“, in Proc. Int. Conf. Computer Commun. (INFOCOM-2014), (Toronto, Canada), April 2014.

78. Y.-z. Huang and G. W. Wornell, “A Class of Compression Systems with Model-Free Encoding“, in Proc. Inform. Theory Appl. (ITA-2014), (San Diego, CA), February 2014.

79. H. Zhou and G. W. Wornell, “Efficient Homomorphic Encryption on Integer Vectors and its Applications“, in Proc. Inform. Theory Appl. (ITA-2014), (San Diego, CA), February 2014.

80. H. Yao, J. C. Huang, and G. W. Wornell, “Achieving High Bandwidth Efficiency under Partial-Band Noise Jamming“, in Proc. Military Commun. Conf. (MILCOM-2013) (San Diego, CA), November 2013.

81. D. Wang, A. Mazumdar, and G. W. Wornell, “A Rate-Distortion Theory for Permutation Spaces“, in Proc. Int. Symp. Inform. Theory (ISIT-2013), (Istanbul, Turkey), July 2013.

82. H. Zhou, V. Chandar, and G. W. Wornell, “Low-Density Random Matrices for Secret Key Extraction“, in Proc. Int. Symp. Inform. Theory (ISIT-2013), (Istanbul, Turkey), July 2013.

83. H. Zhou and G. W. Wornell, “Adaptive Pulse-Position Modulation for High-Dimensional Quantum Key Distribution“, in Proc. Int. Symp. Inform. Theory (ISIT-2013), (Istanbul, Turkey), July 2013.

84. J. Krieger, Y. Kochman, and G. W. Wornell, “Design and Analysis of Multi-Coset Arrays“, in Proc. Int. Conf. Acoust., Speech, Signal Processing (ICASSP-2013), (Vancouver, Canada), May 2013.

85. A. Mazumdar, V. Chandar, and G. W. Wornell, “Local Recovery Properties of Capacity Achieving Codes“, in Proc. Inform. Theory Appl. (ITA-2013), (San Diego, CA), February 2013.

86. H. Zhou, L. Wang, and G. W. Wornell, “Layered Schemes for Large-Alphabet Secret Key Distribution“, in Proc. Inform. Theory Appl. (ITA-2013), (San Diego, CA), February 2013.

87. A. Khina, O. Ordentlich, U. Erez, Y. Kochman, and G. W. Wornell, “Decode-and-Forward for the Gaussian Relay Channel via Standard AWGN Coding and Decoding“, in Proc. Inform. Theory Workshop (Lausanne, Switzerland), September 2012.

88. Y. Kochman and G. W. Wornell, “On Uncoded Transmission and Blocklength“, in Proc. Inform. Theory Workshop (Lausanne, Switzerland), September 2012.

89. L. Wang and G. W. Wornell, “A Refined Analysis of the Poisson Channel in the High-Photon-Efficiency Regime“, in Proc. Inform. Theory Workshop (Lausanne, Switzerland), September 2012.

90. G. Joshi, Y. Kochman, and G. W. Wornell, “On Playback Delay in Streaming Communication“, in Proc. Int. Symp. Inform. Theory (ISIT-2011), (Cambridge, MA), July 2012.

91. A. Mazumdar, V. Chandar, and G. W. Wornell, “Update Efficient Codes for Error Correction“, in Proc. Int. Symp. Inform. Theory (ISIT-2012), (Cambridge, MA), July 2012.

92. D. Wang, V. Chandar, S.-Y. Chung, and G. W. Wornell, “On Reliability Functions for Single-Message Unequal Error Protection“, in Proc. Int. Symp. Inform. Theory (ISIT-2012), (Cambridge, MA), July 2012.

93. U. Erez and G. W. Wornell, “Super-Nyquist Rateless Coding for Intersymbol Interference Channels“, in Proc. Int. Zurich Seminar Commun. (IZS-2012), (Zurich, Switzerland), March 2012.

94. Y. Kochman and G. W. Wornell, “On High-Efficiency Optical Communication and Key Distribution“, in Proc. Inform. Theory Appl. (ITA-2012) (San Diego, CA), February 2012.

95. M. M. Shanechi, R. C. Hu, M. Powers, G. W. Wornell, E. Brown, and Z. M. Williams, “A Real-Time Brain-Machine Interface for Enhancement of Sequential Motor Function“, in Proc. Neuroscience (Washington, DC), November 2011.

96. H. Yao, Y. Kochman, and G. W. Wornell, “A Retransmission Strategy for Real-Time Streaming Over Satellite in Blockage with Long Memory“, in Proc. Military Commun. Conf. (MILCOM-2011) (Baltimore, MD), November 2011.

97. A. Khina, Y. Kochman, U. Erez, and G. W. Wornell, “Incremental Coding over MIMO Channels“, in Proc. Inform. Theory Workshop (Paraty, Brazil), October 2011.

98. U. Erez and G. W. Wornell, “A Super-Nyquist Architecture for Reliable Underwater Acoustic Communication“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2011.

99. D. Wang, V. Chandar, S.-Y. Chung, and G. W. Wornell, “Error Exponents in Asynchronous Communication“, in Proc. Int. Symp. Inform. Theory (ISIT-2011), (St. Petersburg, Russia), July 2011.

100. Y. Kochman and G. W. Wornell, “Finite Multi-Coset Sampling and Sparse Arrays“, in Proc. Inform. Theory Appl. (ITA-2011) (La Jolla, CA), January 2011.

101. H. Yao, Y. Kochman, and G. W. Wornell, “Delay-Throughput Tradeoff for Streaming over Blockage Channels with Delayed Feedback“, in Proc. Military Commun. Conf. (MILCOM-2010) (San Jose, CA), November 2010.

102. J. C. Preisig, A. C. Singer, and G. W. Wornell, “Reduced Bandwidth Frequency Domain Equalization for Underwater Acoustic Communications“, in Proc. IEEE Sensor Array Multichannel Signal Processing Workshop (SAM-2010), (Jerusalem, Israel), October 2010.

103. C-P. Yeang, G. W. Wornell, L. Zheng, and J. Krieger, “Dense Transmit and Receive Phased Arrays“, in Proc. Int. Symp. Phased Syst. Technol. (ARRAY-2010), (Waltham, MA), October 2010.

104. K. M. Nguyen, A. Accardi, H. Kim, G. W. Wornell, and C. G. Sodini, “Digital Phase Tightening for Millimeter-Wave Imaging“, in Proc. IEEE Custom Integ. Circ. Conf. (CICC-2010), (San Jose, CA), September 2010.

105. H. Yao, Y. Kochman, and G. W. Wornell, “On Delay in Real-Time Streaming Communication Systems“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2010.

106. C-P. Yeang, G. W. Wornell, L. Zheng, and J. Krieger, “Dense Transmit and Receive Antenna Arrays“, in Proc. Int. Symp. Ant. Prop. (APURSI-2010), (Toronto, Canada), July 2010.

107. V. Chandar, D. Shah, and G. W. Wornell, “A Simple Message-Passing Algorithm for Compressed Sensing“, in Proc. Int. Symp. Inform. Theory (Austin, TX), June 2010.

108. M. M. Shanechi, Z. Williams, G. W. Wornell, and E. Brown, “A Real-Time Brain-Machine Interface Combining Plan and Peri-Movement Activities“, in Proc. Research Encoding, Decoding Neural Ensembles (AREADNE), (Santorini, Greece), June 2010.

109. Y. Kochman and G. W. Wornell, “On the Excess Distortion Exponent of the Quadratic-Gaussian Wyner-Ziv Problem“, in Proc. Int. Symp. Inform. Theory (ISIT-2010) (Austin, TX), June 2010.

110. Y.-z. Huang, Y. Kochman, and G. W. Wornell, “Causal transmission of colored source frames over a packet erasure channel“, in Proc. Data Compression Conf. (Snowbird, UT), March 2010.

111. M. M. Shanechi, G. W. Wornell, Z. Williams, and E. Brown, “A Parallel Point-Process Filter for Estimation of Goal-Directed Movements from Neural Signals“, in Proc. Int. Conf. Acoust., Speech, Signal Processing, (Dallas, TX), March 2010.

112. C-P. Yeang, G. W. Wornell, and L. Zheng, “Oversampling Transmit and Receive Antenna Arrays“, in Proc. Int. Conf. Acoust., Speech, Signal Processing (ICASSP-2010), (Dallas, TX), March 2010.

113. V. Chandar, A. Tchamkerten, and G. W. Wornell, “Training-Based Schemes are Suboptimal for High Rate Asynchronous Communication“, in Proc. Inform. Theory Workshop (Taormina, Italy), October 2009.

114. A. Accardi and G. W. Wornell, “Quasi Light Fields: A Model of Coherent Image Formation“, in Proc. OSA Computational Optical Sensing and Imaging (COSI) Meeting, October 2009.

115. V. Chandar, D. Shah, and G. W. Wornell, “` A Locally Encodable and Decodable Compressed Data Structure“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2009.

116. A. Khisti, S. Diggavi, and G. W. Wornell, “Secret Key Agreement Using Asymmetry in Channel State Knowledge“, in Proc. Int. Symp. Inform. Theory (Seoul, Korea), June 2009.

117. U. Niesen, D. Shah, and G. W. Wornell, “Caching in Wireless Networks“, in Proc. Int. Symp. Inform. Theory (Seoul, Korea), June 2009.

118. V. Chandar, A. Tchamkerten, and G. W. Wornell, “A Novel Asynchronous Communication Paradigm: Detection, Isolation, and Coding“, in Proc. Int. Workshop Sequential Methodologies (Troyes, France), June 2009.

119. M. Shanechi, U. Erez, and G. W. Wornell, “Rateless Codes for MIMO Channels“, in Proc. IEEE Int. Global Commun. Conf. (GLOBECOM), (New Orleans, LA), November 2008.

120. M. Shanechi, U. Erez, G. W. Wornell, and K. P. Boyle, “Time–Invariant Rateless Codes for MIMO Channels“, in Proc. Int. Symp. Inform. Theory (Toronto, Canada), July 2008.

121. A. Khisti, S. Diggavi, and G. W. Wornell, “Secret-Key Generation with Correlated Sources and Noisy Channels“, in Proc. Int. Symp. Inform. Theory (Toronto, Canada), July 2008.

122. A. Tchamkerten, V. Chandar, and G. W. Wornell, “On the Capacity Region of Asynchronous Channels“, in Proc. Int. Symp. Inform. Theory (Toronto, Canada), July 2008.

123. V. Divi and G. W. Wornell, “Bandlimited Signal Reconstruction From Noisy Periodic Nonuniform Samples in Time-Interleaved ADCs“, in Proc. Int. Conf. Acoust., Speech, Signal Processing, (Las Vegas, NV), April 2008.

124. M. Shanechi, U. Erez, and G. W. Wornell, “On Universal Coding for Parallel Gaussian Channels“, in Proc. Int. Zurich Seminar Commun., (Zurich, Switzerland), March 2008.

125. U. Erez, M. D. Trott, and G. W. Wornell, “An Efficient ARQ Scheme with SNR Feedback“, in Proc. Int. Zurich Seminar Commun., (Zurich, Switzerland), March 2008.

126. U. Niesen, D. Shah, and G. W. Wornell, “Source Coding with Mismatched Distortion Measures“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2007.

127. A. Khisti and G. W. Wornell, “The MIMOME Channel“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2007.

128. A. Tchamkerten, V. Chandar, and G. W. Wornell, “Frame Alignment and Communication under Strong Asynchronism“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2007.

129. A. Khisti, G. W. Wornell, A. Wiesel, and Y. Eldar, “On the Gaussian MIMO Wiretap Channel“, in Proc. Int. Symp. Inform. Theory (Nice, France), June 2007.

130. U. Niesen, A. Tchamkerten, and G. W. Wornell, “The Complexity of Tracking a Stopping Time“, in Proc. Int. Symp. Inform. Theory (Nice, France), June 2007.

131. E. W. Huang and G. W. Wornell, “Peak to Average Power Reduction for Low-Power OFDM Systems“, in Proc. Int. Commun. Conf. (ICC), (Glasgow, Scotland), June 2007.

132. J. M. Shapiro, R. J. Barron, and G. W. Wornell, “Practical Layered Rateless Codes for the Gaussian Channel: Power Allocation and Implementation“, in Proc. IEEE Workshop Signal Processing Adv., Wireless Commun. (SPAWC), (Helsinki, Finland), June 2007.

133. U. Niesen, D. Shah, and G. W. Wornell, “Adaptive Alternating Minimization Algorithms“, in Proc. Int. Symp. Inform. Theory (Toronto, Canada), June 2007.

134. U. Niesen, U. Erez, D. Shah, and G. W. Wornell, “Rateless Codes for the Gaussian Multiple Access Channel“, in Proc. IEEE Global Commun. Conf. (GLOBECOM), (San Francisco, CA), November 2006.

135. Charles Swannack, Gregory W. Wornell, and Elif Uysal-Biyikoglu, “Efficient Quantization for Feedback in MIMO Broadcasting Systems“, in Proc. Asilomar Conf. Signals, Syst., Computers (Pacific Grove, CA), October 2006.

136. A. Khisti, A. Tchamkerten, and G. W. Wornell, “Secure Broadcasting with Multiuser Diversity“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2006.

137. U. Niesen, A. Tchamkerten, and G. W. Wornell, “Tracking Stopping Times“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2006.

138. U. Niesen, D. Shah, and G. W. Wornell, “Sampling Distortion Measures“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2006.

139. C. Swannack, G. W. Wornell, and E. Uysal-Biyikoglu, “MIMO Broadcast Scheduling with Quantized Channel State Information“, in Proc. Int. Symp. Inform. Theory (Seattle, WA), July 2006.

140. U. Erez, M. D. Trott, and G. W. Wornell, “Rateless Coding and Perfect Rate-Compatible Codes for Gaussian Channels“, in Proc. Int. Symp. Inform. Theory (Seattle, WA), July 2006.

141. V. Chandar, E. Martinian, and G. W. Wornell, “Information Embedding Codes on Graphs with Iterative Encoding and Decoding“, in Proc. Int. Symp. Inform. Theory (Seattle, WA), July 2006.

142. A. Khisti, E. Martinian, and G. W. Wornell, “Information Embedding with Distortion Side Information“, in Proc. Int. Sympo. Inform. Theory (Seattle, WA), July 2006.

143. A. Tchamkerten, A. Khisti, and G. W. Wornell, “Information Theoretic Perspectives on Synchronization“, in Proc. Int. Sympo. Inform. Theory (Seattle, WA), July 2006.

144. V. Divi and G. W. Wornell, “Scalable Blind Calibration of Timing Skew in High-Resolution Time-Interleaved ADCs“, in Proc. Int. Symp. Circuits, Syst. (ISCAS), (Kos, Greece), May 2006.

145. A. Khisti, U. Erez, A. Lapidoth, and G. W. Wornell, “Carbon Copying onto Dirty Paper“, in Proc. Int. Zurich Sem. Commun. (ETH), February 2006.

146. C. Swannack, E. Uysal-Biyikoglu, and G. W. Wornell, “MIMO Broadcast Scheduling with Limited Channel State Information“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2005.

147. H. Ishii and G. W. Wornell, “OFDM Blind Parameter Identification in Cognitive Radios“, in Proc. Int. Symp. Pers. Indoor Mobile Radio (Berlin, Germany), September 2005.

148. C. Swannack, U. Erez, and G. W. Wornell, “Reflecting on the AWGN Error Exponent“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), September 2005.

149. U. Erez, M. D. Trott, and G. W. Wornell, “Rateless Space-Time Coding“, in Proc. Int. Symp. Inform. Theory (Adelaide, Australia), August 2005.

150. C. Swannack, E. Uysal-Biyikoglu, and G. W. Wornell, “Finding NEMO: Near Mutually Orthogonal Sets and Applications to MIMO Broadcast Scheduling“, in Proc. Int. Conf. Wireless Networks, Commun., Mobile Computing (WIRELESSCOM-2005), (Maui, HI), June 2005.

151. L. Khuon, E. W. Huang, C. G. Sodini, and G. W. Wornell, “Integrated Transceiver Arrays for Multiple Antenna Systems“, in Proc. Vehic. Technol. Conf. (VTC-S-2005), (Stockholm, Sweden), May 2005.

152. A. Khisti and M. D. Trott, “On the Coding-Spreading Tradeoff and Intra-Cell Frequency Planning in Uplink CDMA Systems“, in Proc. IEEE Global Commun. Conf. (GLOBECOM), November 2004.

153. E. Martinian and G. W. Wornell, “Source Coding with Fixed-Lag Side Information“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), October 2004.

154. C. Swannack, E. Uysal-Biyikoglu, and G. W. Wornell, “Low Complexity Multiuser Scheduling for Maximizing Throughput in the MIMO Broadcast Channel“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), October 2004.

155. A. Khisti, U. Erez, and G. W. Wornell, “A Capacity Theorem for Cooperative Multicasting in Large Wireless Networks“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), October 2004.

156. U. Erez, G. W. Wornell, and M. D. Trott, “Faster-than-Nyquist Coding“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), October 2004.

157. A. Khisti, U. Erez, and G. W. Wornell, “Writing on Many Pieces of Dirty Paper at Once: The Binary Case“, in Proc. Int. Symp. Inform. Theory (ISIT), (Chicago, IL), June 2004.

158. J. N. Laneman, E. Martinian, and G. W. Wornell, “Source-Channel Diversity Approaches for Multimedia Communication“, in Proc. Int. Symp. Inform. Theory (ISIT), (Chicago, IL), June 2004.

159. E. Martinian, G. W. Wornell, and R. Zamir, “Encoder Side Information Is Useful in Source Coding“, in Proc. Int. Symp. Inform. Theory (ISIT), (Chicago, IL), June 2004.

160. V. Divi and G. W. Wornell, “Signal Recovery in Time-Interleaved Analog-to-Digital Converters“, in Proc. Int. Conf. Acoust., Speech, Signal Processing (ICASSP-2004), (Montreal, Canada), May 2004.

161. E. Martinian, G. W. Wornell, and R. Zamir, “Source Coding with Distortion Side Information at the Encoder“, in Proc. Data Compression Conf. (Snowbird, UT), April 2004.

162. H. Yao and G. W. Wornell, “Structured Space-Time Block Codes with Optimal Diversity-Multiplexing Tradeoff and Minimum Delay“, in Proc. IEEE Global Commun. Conf. (GLOBECOM), December 2003.

163. E. Martinian and G. W. Wornell, “Universal Codes for Minimizing Per-User Delay on Streaming Broadcast Channels“, in Proc. Allerton Conf. Commun., Cont., and Computing, (Illinois), October 2003.

164. E. Martinian and J. S. Yedidia, “Iterative Quantization Using Codes on Graphs“, Proc. Allerton Conf. Commun., Contr., Computing (Illinois), October 2003.

165. U. Erez and S. ten Brink, “Approaching the Dirty Paper Limit in Canceling Known Interference“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), October 2003.

166. H. Yao and G. W. Wornell, “Achieving the Full MIMO Diversity-Multiplexing Frontier with Rotation-Based Space-Time Codes“, in Proc. Allerton Conf. Commun., contr., and Computing, (Illinois), October 2003.

167. J. N. Laneman, E. Martinian, G. W. Wornell, J. G. Apostolopoulos, and S. Wee, “Comparing Application- and Physical-Layer Approaches to Diversity on Wireless Channels“, in Proc. Int. Conf. Commun, May 2003.

168. J. N. Laneman and G. W. Wornell, “Distributed Space-Time Coded Protocols for Exploiting Cooperative Diversity in Wireless Networks“, in Proc. Global Commun. Conf. (GLOBECOM-2002), (Taipai, Taiwan), November 2002.

169. H. Yao and G. W. Wornell, “Lattice-Reduction-Aided Detectors for MIMO Communication Systems“, in Proc. Global Commun. Conf. (GLOBECOM-2002), (Taipai, Taiwan), November 2002.

170. A. M. Chan and G. W. Wornell, “Approaching the Matched-Filter Bound Using Iterated-Decision Equalization with Frequency-Interleaved Encoding“, in Proc. Global Commun. Conf. (GLOBECOM-2002), (Taipai, Taiwan), November 2002.

171. E. Martinian and G. W. Wornell, “Multimedia Content Authentication: Fundamental Limits“, in Proc. Int. Conf. Image Processing (ICIP-2002), (Rochester, NY), October 2002.

172. A. Cohen, S. C. Draper, E. Martinian, and G. W. Wornell, “Stealing Bits from a Quantized Source“, in Proc. Int. Symp. Inform. Theory (ISIT-2002), (Lausanne, Switzerland), July 2002.

173. S. C. Draper and G. W. Wornell, “Successively Structured CEO Problems“, in Proc. Int. Symp. Inform. Theory (ISIT-2002), (Lausanne, Switzerland), July 2002.

174. S. C. Draper and G. W. Wornell, “Queuing with Distortion Control for Multimedia Content“, in Proc. Int. Conf. Acoustics, Speech, Signal Processing (ICASSP-2002), (Orlando, FL), May 2002.

175. J. G. Apostolopoulos, W. Tan, S. J. Wee, and G. W. Wornell, “Modeling Path Diversity for Multiple Description Video Communication“, in Proc. Int. Conf. Acoustics, Speech, Signal Processing (ICASSP-2002), (Orlando, FL), May 2002.

176. A. Cohen, S. C. Draper, E. Martinian, and G. W. Wornell, “Source Requantization: Successive Degradation and Bit Stealing“, in Proc. Data Compression Conf., (Snowbird, UT), April 2002.

177. B. Chen, S. C. Draper, and G. W. Wornell, “Information Embedding and Related Problems: Recent Results and Applications“, in Proc. Allerton Conf. Commun., Contr., and Computing, (Illinois), October 2001.

178. J. N. Laneman, G. W. Wornell, and D. N. C. Tse, “An Efficient Protocol for Realizing Cooperative Diversity in Wireless Networks“, in Proc. Int. Symp. Inform. Theory (ISIT-2001), (Washington, DC), June 2001.

179. E. Martinian, B. Chen, and G. W. Wornell, “On Authentication with Distortion Constraints“, in Proc. Int. Symp. Inform. Theory (ISIT-2001), (Washington, DC), June 2001.

180. R. J. Barron, B. Chen, and G. W. Wornell, “The Duality Between Information Embedding and Source Coding with Side Information and Some Applications“, in Proc. Int. Symp. Inform. Theory (ISIT-2001), (Washington, DC), June 2001.

181. A. M. Chan and G. W. Wornell, “A Class of Asymptotically Optimum Iterated-Decision Multiuser Detectors“, in Proc. Int. Conf. Acoust., Speech, Signal Processing (ICASSP-2001), (Salt Lake, UT), May 2001.

182. E. Martinian, B. Chen, and G. W. Wornell, “Information Theoretic Approach to the Authentication of Multimedia“, in Proc. SPIE: Security and Watermarking of Multimedia Contents (EI’01), (San Jose, CA), January 2001.

183. J. N. Laneman and G. W. Wornell, “Exploiting Distributed Spatial Diversity in Wireless Networks“, in Proc. Allerton Conf. Commun., Contr., Computing, (Illinois), October 2000.

184. A. M. Chan and G. W. Wornell, “A New Class of Efficient Block-Iterative Interference Cancellation Techniques for Digital Communication Receivers“, in Proc. Allerton Conf. Commun., Contr., Computing, (Illinois), October 2000.

185. J. N. Laneman and G. W. Wornell, “Energy-Efficient Antenna Sharing and Relaying for Wireless Networks“, in IEEE Wireless Communications and Networking Conference (WCNC-2000), (Chicago, IL), September 2000.

186. B. Chen and G. W. Wornell, “Quantization Index Modulation: A Class of Provably Good Methods for Digital Watermarking and Information Embedding“, in Proc. Int. Symp. Inform. Theory (ISIT-2000), (Sorrento, Italy), June 2000.

187. A. M. Chan and G. W. Wornell, “A Class of Block-Iterative Equalizers for Intersymbol Interference Channels“, in Proc. Int. Conf. Commun. (ICC-99), (New Orleans, LA), June 2000.

188. B. Chen and G. W. Wornell, “Preprocessed and Postprocessed Quantization Index Modulation Methods for Digital Watermarking“, in Proc. SPIE: Security and Watermarking of Multimedia Contents (EI’00), (San Jose, CA), January 2000.

189. B. Chen and G. W. Wornell, “Provably Robust Digital Watermarking“, in Proc. SPIE: Multimedia Systems and Applications II, vol. 3845, (Boston, MA), September 1999.

190. B. Chen and G. W. Wornell, “Achievable Performance of Digital Watermarking Systems“, in Proc. Int. Conf. Multimedia Computing and Systems (ICMCS-99), (Florence, Italy), June 1999.

191. B. Chen and G. W. Wornell, “An Information-Theoretic Approach to the Design of Robust Digital Watermarking Systems“, in Proc. ICASSP-99, (Phoenix, AZ), March 1999.

192. B. Chen and G. W. Wornell, “Dither Modulation: A New Approach to Digital Watermarking and Information Embedding“, in Proc. SPIE: Security and Watermarking of Multimedia Contents, vol. 3657, (San Jose, CA), January 1999.

193. B. Chen and G. W. Wornell, “Digital Watermarking and Information Embedding using Dither Modulation“, in Proc. IEEE Workshop on Multimedia Signal Processing, (Redondo Beach, CA), December 1998.

194. J. M. Ooi and G. W. Wornell, “Further Results on Fast Iterative Coding for Feedback Channels: Multiple-Access and Partial-Feedback“, in Proc. ISIT 98, (Cambridge, MA), August 1998.

195. M. J. Lopez and G. W. Wornell, “Transmitter Antenna Array Broadcasting with Side Information“, in Proc. ISIT 98, (Cambridge, MA), August 1998.

196. J. N. Laneman and G. W. Wornell, “Robust Equalization for Spread-Response Precoding Systems“, in Proc. ICASSP 98, (Seattle), May 1998.

197. H. C. Papadopoulos, G. W. Wornell, and A. V. Oppenheim, “Low–Complexity Digital Encoding Strategies For Wireless Sensor Networks“, in Proc. ICASSP 98, (Seattle), May 1998.

198. A. C. Wang and G. W. Wornell, “Prediction and Estimation for Fractal Processes Using Multiscale State-Space Algorithms“, in Proc. ICASSP 98, (Seattle), May 1998.

199. J. M. Ooi and G. W. Wornell, “Fast Iterative Coding for Feedback Channels“, in Proc. IEEE Int. Sympo. Inform. Theory, (Ulm, Germany), June 1997.

200. S. Beheshti and G. W. Wornell, “Iterative Interference Cancellation and Decoding for Spread-Signature CDMA Systems“, in Proc. Vehic. Tech. Conf., (Phoenix, Arizona), May 1997.

201. S. H. Isabelle and G. W. Wornell, “Efficient Multiuser Detectors for Intersymbol Interference Channels“, in Proc. Signal Processing Workshop on Signal Processing Advances in Wireless Communications, (Paris, France), April 1997.

202. A. Narula, M. D. Trott, and G. W. Wornell, “Information–Theoretic Analysis of Multiple-Antenna Transmission Diversity for Fading Channels“, in Proc. Int. Symp. Inform. Theory and Appl., (Victoria, Canada), 1996.

203. W. M. Lam and G. W. Wornell, “Multiscale Analysis of Fractal Point Processes and Queues“, in Proc. ICASSP, (Atlanta, Georgia), 1996.

204. J. M. Ooi and G. W. Wornell, “Decentralized Control of a Multiple Access Broadcast Channel: Performance Bounds“, in Proc. Int. Conf. Dec. Control, (Japan), 1996.

205. B. Chen and G. W. Wornell, “Efficient Channel Coding for Analog Sources using Chaotic Systems“, in Proc. GLOBECOM, (London, England), 1996.

206. H. C. Papadopoulos and G. W. Wornell, “A Class of Stochastic Resonance Systems for Signal Processing Applications“, in Proc. ICASSP, (Atlanta, Georgia), 1996.

207. G. W. Wornell and M. D. Trott, “Signal Processing Techniques for Efficient use of Transmit Diversity in Wireless Communications“, in Proc. ICASSP, (Atlanta, Georgia), 1996.

208. H. S. Malvar, G. S. Sullivan, and G. W. Wornell, “Lapped Orthogonal Vector Quantization“, in Proc. Data Compression Conference, (Snowbird, Utah), 1996.

209. G. W. Wornell, “Efficient Multiuser Communication in the Presence of Fading“, in Proc. IEEE Int. Sympo. Inform. Theory, (Whistler, Canada), 1995.

210. S. H. Isabelle and G. W. Wornell, “Statistical Properties of One-Dimensional Chaotic Signals“, in Proc. ICASSP, (Detroit, Michigan), 1995.

211. H. C. Papadopoulos and G. W. Wornell, “Optimal Detection of a Class of Chaotic Signals“, in Proc. ICASSP, (Minneapolis, Minnesota), 1993.

212. S. H. Isabelle, A. V. Oppenheim, and G. W. Wornell, “Effects of Convolution on Chaotic Signals“, in Proc. ICASSP, (San Francisco, California), 1992.

213. G. W. Wornell and W. M. Lam, “Spectral Analysis on a Log-Frequency Scale and the Modeling of Scaling Behavior in Fractal Signals“, in DSP Workshop, (Starved Rock, Illinois), 1992.

214. A. V. Oppenheim, G. W. Wornell, S. H. Isabelle and K. M. Cuomo, “Signal Processing in the Context of Chaotic Signals“, in Proc. ICASSP, (San Francisco, California), 1992.

215. A. C. Singer, G. W. Wornell and A. V. Oppenheim, “Codebook Prediction: A Nonlinear Signal Modeling Paradigm“, in Proc. ICASSP, (San Francisco, California), 1992.

216. G. W. Wornell, “Communication over Fractal Channels“, in Proc. ICASSP, (Toronto, Canada), 1991.

217. G. W. Wornell, D. S. Kauffman, and B. Sharpe, “Minimum Mean-Square Error Resampling for Remotely-Sensed Imagery“, in Proc. Int. Geoscience and Remote Sensing Symp. (IGARSS-89), (Vancouver, Canada), 1989.

218. G. W. Wornell and D. H. Staelin, “Transform Image Coding with a New Family of Models“, in Proc. ICASSP-88, (New York, NY), 1988.

1. G. C. F. Lee, “Machine Learning for Data-Driven Signal Separation and Interference Mitigation in Radio-Frequency Communication Systems“, Doctoral Thesis, September 2023.

2. T. Arikan, “Data-Driven Localization and Structure Learning in Reverberant Underwater Acoustic Environments“, Doctoral Thesis, May 2023.

3. J. K-W. Lee, “Maximal Correlation Feature Selection and Suppression With Applications“, Doctoral Thesis, 2021.

4. A. Yedidia, “Analysis and Optimization of Occluder-Based Imaging“, Doctoral Thesis, 2020.

5. G. Ajjanagadde, “Fourier Analysis on the Hypercube, the Coefficient Problem, and Applications“, Doctoral Thesis, 2020.

6. X. Zhang, “Intelligible Models for Learning Categorical Data via Generalized Fourier Spectrum“, Doctoral Thesis, 2019.

7. G. Shulkind, “Efficient Data Collection Strategies for Rapid Learning in Physical Environments“, Doctoral Thesis, 2018.

8. G. Joshi, “Efficient Redundancy Techniques to Reduce Delay in Cloud Systems“, Doctoral Thesis, 2016.

9. Q. He, “An Architecture for Low-Power Voice-Command Recognition Systems“, Doctoral Thesis, 2016.

10. Y.-z. Huang, “Model-Code Separation Architectures for Compression Based on Message-Passing“, Doctoral Thesis, 2015.

11. D. Wang, “Computing with Unreliable Resources: Design, Analysis and Algorithms“, Doctoral Thesis, 2014.

12. J. Krieger, “Architectures and System Design for Digitally-Enhanced Antenna Arrays“, Doctoral Thesis, 2014.

13. M. M. Shanechi, “Real-Time Brain-Machine Interface Architectures: Neural Decoding from Plan to Movement“, Doctoral Thesis, 2011.

14. A. Accardi, “Generating Pictures from Waves: Aspects of Image Formation“, Doctoral Thesis, 2010.

15. V. Chandar, “Sparse Graph Codes for Compression, Sensing, and Secrecy“, Doctoral Thesis, 2010.

16. C. Swannack, “Channel State Quantization in MIMO Broadcast Systems: Architectures and Codes“, Doctoral Thesis, 2010.

17. U. Niesen, “Scaling Laws for Heterogeneous Wireless Networks“, Doctoral Thesis, 2009.

18. A. Khisti, “Algorithms and Architectures for Multiuser, Multiterminal, and Multilayer Information-Theoretic Security“, Doctoral Thesis, 2008.

19. L. Brooks, “Circuits and Algorithms for Pipelined ADCs in Scaled CMOS Technologies“, Doctoral Thesis, 2008.

20. V. Divi, “Estimation and Calibration Algorithms for Distributed Sampling Systems“, Doctoral Thesis, 2008.

21. E. W. Huang, “Circuit-Aware System Design Techniques for Wireless Communication“, Doctoral Thesis, 2006.

22. E. Martinian, “Dynamic Information and Constraints in Source and Channel Coding“, Doctoral Thesis, 2004.

23. A. Chan, “A Framework for Low-Complexity Iterative Interference Cancellation in Communication Systems“, Doctoral Thesis, 2004.

24. H. Yao, “Efficient Signal, Code, and Receiver Designs for MIMO Communication Systems“, Doctoral Thesis, 2003.

25. M. J. Lopez, “Multiplexing, Scheduling, and Multicasting Strategies for Antenna Arrays in Wireless Networks“, Doctoral Thesis, 2002.

26. J. N. Laneman, “Cooperative Diversity in Wireless Networks: Algorithms and Architectures“, Doctoral Thesis, 2002.

27. S. C. Draper, “Successive Structuring of Source Coding Algorithms for Data Fusion, Buffering, and Distribution in Networks“, Doctoral Thesis, 2002.

28. B. Chen, “Design and Analysis of Digital Watermarking, Information Embedding, and Data Hiding Systems“, Doctoral Thesis, 2000.

29. H. C. Papadopoulos, “Efficient Digital Encoding and Estimation of Noisy Signals“, Doctoral Thesis, 1998.

30. J. M. Ooi, “A Framework for Low-Complexity Communication over Channels with Feedback“, Doctoral Thesis, 1998.

31. W. M. Lam, “Multiscale Methods for the Analysis and Application of Fractal Point Processes and Queues“, Doctoral Thesis, 1997.

32. S. H. Isabelle, “A Signal Processing Framework for the Analysis and Application of Chaotic Systems“, Doctoral Thesis, 1995.

No publications were found.

1. J. Lee, P. Sattigeri, and G. W. Wornell, “Multi-Source Transfer Learning From Pre-Trained Networks”, US patent No. 16,843,173, November 9, 2022.

2. F. Naser, I. Gilitschenski, A. A. Amini, F. Durand, A. Torralba, G. W. Wornell, W. T. Freeman, S. Karaman, and D. Rus, “Systems and Methods of Detecting Moving Obstacles”, US Patent No. 11,436,839, September 6, 2022.

3. Y-z. Huang and G. W. Wornell, “Systems and Method for Data Compression with Model-Free Encoding”, US Patent No. 9,543,980, January 10, 2017.

4. U. Erez, M. D. Trott, and G. W. Wornell, “System and Apparatus for Error Control Codes Based on Layering and Linear Transformations”, US Patent No. 8,023,570, September 20, 2011.

5. E. Martinian, R. Zamir, and G. W. Wornell, “Lossy data compression exploiting distortion side information”, US Patent No. 7,327,287, February 5, 2008.

6. A. Chan and G. W. Wornell, “Block-iterative equalizers for digital communication system”, US Patent No. 7,292,661, November 6, 2007.

7. J. G. Apostolopoulos and G. W. Wornell, “Method and System for Packet Communication Employing Path Diversity”, US Patent No. 6,667,698, March 15, 2005.

8. B. Chen and G. W. Wornell, “System, Method, and Product for Distortion-Compensated Information Embedding Using an Ensemble of Non-Intersecting Embedding Generators”, U.S. Patent No. 6,400,826, June 4, 2002.

9. B. Chen and G. W. Wornell, “System, Method, and Product for Information Embedding Using an Ensemble of Non-Intersecting Embedding Generators”, U.S. Patent No. 6,396,937, May 28, 2002.

10. B. Chen and G. W. Wornell, “System, Method, and Product for Information Embedding Using an Ensemble of Non-Intersecting Embedding Generators”, U.S. Patent No. 6,314,192, November 6, 2001.

11. H. S. Malvar, G. J. Sullivan, and G. W. Wornell, “Lapped Orthogonal Vector Quantization”, US Patent No. 5,805,739, September 8, 1998.

12. G. W. Wornell, “Spread-Response Precoding System for Wireless Transmission”, US Patent No. 5,625,642, April 29, 1997.

13. G. W. Wornell, “Multi-User Communication System Employing Spread Signatures”, US Patent No. 5,570,351, October 29, 1996.

I. Undergraduate Subjects

6.008 Introduction to Inference
P. Golland, G. W. Wornell, and L. Zheng

Introduces probabilistic modeling for problems of inference and machine learning from data, emphasizing analytical and computational aspects. Distributions, marginalization, conditioning, and structure, including graphical and neural network representations. Belief propagation, decision-making, classification, estimation, and prediction. Sampling methods and analysis. Introduces asymptotic analysis and information measures. Computational laboratory component explores the concepts introduced in class in the context of contemporary applications. Students design inference algorithms, investigate their behavior on real data, and discuss experimental results.

II. Graduate Subjects

6.437 Inference and Information
P. Golland and G. W. Wornell

Introduction to principles of Bayesian and non-Bayesian statistical inference. Hypothesis testing and parameter estimation, sufficient statistics; exponential families. EM agorithm. Log-loss inference criterion, entropy and model capacity. Kullback-Leibler distance and information geometry. Asymptotic analysis and large deviations theory. Model order estimation; nonparametric statistics. Computational issues and approximation techniques; Monte Carlo methods. Selected topics such as universal inference and learning, and universal features and neural networks.

6.438 Algorithms for Inference
G. Bresler, D. Shah and G. W. Wornell

Introduction to statistical inference with probabilistic graphical models. Directed and undirected graphical models, and factor graphs, over discrete and Gaussian distributions; hidden Markov models, linear dynamical systems. Sum-product and junction tree algorithms; forward-backward algorithm, Kalman filtering and smoothing. Min-sum and Viterbi algorithms. Variational methods, mean-field theory, and loopy belief propagation. Particle methods and filtering. Building graphical models from data, including parameter estimation and structure learning; Baum-Welch and Chow-Liu algorithms. Selected special topics.

Archived Courses

6.432 Stochastic Processes, Detection and Estimation
A. S. Willsky and G. W. Wornell

Fundamentals of detection and estimation for signal processing, communications, and control. Vector spaces of random
variables. Bayesian and Neyman-Pearson hypothesis testing. Bayesian and nonrandom parameter estimation. Minimum-variance unbiased estimators and the Cramer-Rao bounds. Representations for stochastic processes; shaping and whitening filters; Karhunen-Loeve expansions. Detection and estimation from waveform observations. Advanced topics; linear prediction and spectral estimation; Wiener and Kalman filters.