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Convergence in Multiagent Coordination, Consensus, and Flocking

     By: Vincent Blondel, J. M. Hendrickx, A. Olshevsky, J. N. Tsitsiklis
     Published in submitted to the 2005 IEEE Conference on Decision and Control on 12, 2005
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Interim Report for the SensorWeb MURI (January 1, 2005 - December 31, 2005)

     By: Alan S. Willsky, Sanjoy K. Mitter, Sanjeev Kulkarni, P. R. Kumar, and Tommi Jaakkola
     Published in ARO on 12, 2005
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A counterexample in congestion control of wireless networks

     By: Vivek Raghunathan, P. R. Kumar
     Published in Submitted to the 8-th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWIM 2005) on 10, 2005
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A Universal Lossless Compressor with Side Information Based on Context Tree Weighting

     By: Haixiao Cai, S. R. Kulkarni, and S. Verdu
     Published in Proc. IEEE Int. Symp. Inform. Theory on 9, 2005
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Divergence estimation of continuous distributions based on data-dependent partitions

     By: Q. Wang, S. Kulkarni and S. Verdu
     Published in IEEE Transactions on Information Theory on 9, 2005
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Universal Estimation of Divergence for Continuous Distributions via Data-Dependent Partitions

     By: Q. Wang, S. Kulkarni and S. Verdu
     Published in IEEE IEEE International Symposium on 9, 2005
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A Wireless Network Can Achieve Maximum Throughput Without Each Node Meeting All Others

     By: Aurelie Lozano, S. R. Kulkarni
     Published in IEEE Int. Symp. Inform. Theory & Its Appl. on 9, 2005
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Experimental Investigations into TCP Performance over Wireless Multihop Networks

     By: Vikas Kawadia, P. R. Kumar
     Published in ACM Workshop on Experimental Approaches to Wireless Network Design and Analysis (E-WIND 2005) on 8, 2005
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Regression in Sensor Networks: Training Distributively with Alternating Projections

     By: J. B. Predd, S. R. Kulkarni, H. V. Poor
     Published in Proc. SPIE Conference on Advanced Signal Processing Algorithms, Architectures, and Implementations XV on 8, 2005
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Distributed Data Association for Multi-Target Tracking in Sensor Networks

     By: Lei Chen, M. Cetin, A. S. Willsky
     Published in Information Fusion 2005 on 7, 2005
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An Approximate Dynamic Programming Approach for Communication Constrained Inference

     By: Jason Williams, J.W. Fisher III, A.S. Willsky
     Published in IEEE Workshop on Statistical Signal Processing on 7, 2005
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Particle filtering under communications constraints

     By: Alexander Ihler, J. W. Fisher, A. S. Willsky
     Published in IEEE Workshop on Statistical Signal Processing on 7, 2005
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An Approximate Dynamic Programming Approach to a Communication Constrained Sensor Management Problem

     By: Jason Williams, J.W. Fisher III, A.S. Willsky
     Published in Eighth International Conference of Information Fusion on 7, 2005
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Impact of antenna correlation on the capacity of multiantenna channels

     By: A. M. Tulino, A. Lozano, S. Verdu
     Published in IEEE Trans. Inform. Theory on 7, 2005, Pages 2491-2509.
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Graphical Model-based Algorithms for Data Association in Distributed Sensing (Presentation)

     By: Lei Chen, M. Cetin, A. S. Willsky
     Published in The Thirteenth Annual Workshop on Adaptive Sensor Array Processing, Lincoln Lab, MIT on 6, 2005
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Detection and Localization of Aerosol Releases from Sparse Sensor Measurements

     By: Emily Fox
     Published in MEng Thesis on 6, 2005
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Randomly Spread CDMA: Asymptotics via Statistical Physics

     By: Dongning Guo, S. Verdu
     Published in IEEE Transactions on Information Theory on 6, 2005, Pages 1983-2010.
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The Necessity and Sufficiency of Anytime Capacity for Stabilization of a Linear System Over a Noisy Communication Link, Part II: Vector systems

     By: A Sahai, SK Mitter
     Published in submitted to IEEE Trans. on Info. Theory on 6, 2005
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Encoding Complexity Versus Minimum Distance

     By: L Bazzi, SK Mitter
     Published in to appear in IEEE Transactions on Information Theory on 6, 2005, Pages 2103-2112.
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The Value of Clustering in Distributed Estimation for Sensor Networks

     By: S. -H. Son, M. Chiang, S. R. Kulkarni, S.C. Schwartz
     Published in Proc. IEEE Int. Conf. Wireless Networks, Communications, and Mobile Computing on 6, 2005
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Bandit Problems With Side Observations

     By: C.-C. Wang, S.R. Kulkarni, H.V. Poor
     Published in IEEE Transactions on Automatic Control on 5, 2005, Pages 338-355.
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Arbitrary Side Observations in Bandit Problems

     By: C.-C. Wang, S.R. Kulkarni, H.V. Poor
     Published in Advances in Applied Mathematics on 5, 2005, Pages 903-938.
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Loopy Belief Propagation: Convergence and Effects of Message Errors

     By: Alexander Ihler, J. W. Fisher, A. S. Willsky
     Published in Journal of Machine Learning Research on 5, 2005
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High-SNR Power Offset in Multi-Antenna Ricean Channel

     By: A. Lozano, A. Tulino and S. Verdu
     Published in 2005 IEEE Int. Conf. Communications on 5, 2005
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The Necessity and Sufficiency of Anytime Capacity for Stabilization of a Linear System Over a Noisy Communication Link, Part I: Scalar Systems

     By: A Sahai, SK Mitter
     Published in submitted to IEEE Trans. on Info. Theory on 5, 2005
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Collaborative Distributed Inference with Minimal Online Communication

     By: O. Patrick Kreidl, M. Cetin, A. S. Willsky
     Published in The Learning Workshp at Snowbird on 4, 2005
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An Achievable Rate for the Multiple-Level Relay Channel

     By: Liang-Liang Xie, P. R. Kumar
     Published in IEEE Transactions on Information Theory on 4, 2005, Pages 1348-1358.
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Computing and Communicating functions over Sensor Networks

     By: Arvind Giridhar, P. R. Kumar
     Published in Journal on Selected Areas in Communication on 4, 2005, Pages 755-764.
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Nonparametric Belief Propagation for Sensor Network Self-Calibration

     By: Alexander Ihler, J. W. Fisher, R. L. Moses, A. S. Willsky
     Published in IEEE Journal of Selected Areas in Communications on 4, 2005
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Mutual Information and Minimum Mean-Square Error in Gaussian Channels

     By: Dongning Guo, S. Shamai, and S. Verdu
     Published in IEEE Transactions on Information Theory on 4, 2005, Pages 1261-1283.
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Maximizing the Functional Lifetime of Sensor Networks

     By: Arvind Giridhar, P. R. Kumar
     Published in Proceedings of The Fourth International Conference on Information Processing in Sensor Networks, IPSN 2005 on 4, 2005
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Optimization Approaches to Dynamic Routing of Measurements and Models in a Sensor Network Object Tracking Problem

     By: Jason Williams, J.W. Fisher III, A.S. Willsky
     Published in International Conference on Acoustics, Speech and Signal Processing on 3, 2005, Pages 1061-1064.
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Estimating Dependency and Significance for High-Dimensional Data

     By: Michael Siracusa, K. Tieu, A.T. Ihler, J.W. Fisher, A.S. Willsky
     Published in International Conference on Acoustics, Speech and Signal Processing on 3, 2005, Pages 1085-1088.
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Asymptotic Outage Capacity of Multiantenna Channels

     By: A. Tulino, S. Verdu
     Published in 2005 IEEE Int. Conf. Acoustics, Speech and Signal Processing on 3, 2005
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Schemes for Bi-Directional Modeling of Discrete Stationary Sources

     By: J. Yu, S. Verdu
     Published in 2005 Conference on Information Sciences and Systems on 3, 2005
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The Transport Capacity of Wireless Networks over The Transport Capacity of Wireless Networks over Fading Channels

     By: Feng Xue, Liang-Liang Xie, P. R. Kumar
     Published in IEEE Transactions on Information Theory on 3, 2005, Pages 834-847.
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On the path-loss attenuation regime for positive cost and linear scaling of transport capacity in wireless networks

     By: Liang-Liang Xie, P. R. Kumar
     Published in Submitted to IEEE Transactions on Information Theory on 3, 2005
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On the typicality of the linear code among the LDPC coset code ensemble

     By: C. C. Wang, S.R. Kulkarni, H.V. Poor
     Published in 39th Conf. Inform. Sciences and Systems on 3, 2005
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Design Patterns for Robust and Evolvable Networked Control

     By: Craig L. Robinson, G. Baliga, S. Graham, P. R. Kumar
     Published in Proceedings of the Third Annual Conference on Systems Engineering Research (CSER 2005) on 3, 2005
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Object Tracking by Scattered Directional Sensors

     By: Kurt Plarre, P. R. Kumar
     Published in Submitted to Proceedings of the 44th IEEE Conference on Decision and Control (Invited paper) on 3, 2005
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A Middleware for Control over Networks

     By: Girish Baliga, P. R. Kumar
     Published in Submitted to Proceedings of the 44th IEEE Conference on Decision and Control (Invited Paper) on 3, 2005
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Communication-Estimation Tradeoffs in Wireless Sensor Networks

     By: S. -H. Son , S. R. Kulkarni, S.C. Schwartz, M. Roan
     Published in Proc. IEEE int. Conf. Acoustics, Speech, and Signal Processing on 3, 2005, Pages 1065-1068.
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A Cautionary Perspective on Cross Layer Design

     By: Vikas Kawadia, P. R. Kumar
     Published in IEEE Wireless Communication Magazine on 2, 2005, Pages 3-11.
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Spectral Efficiency of Multicarrier CDMA

     By: A. M. Tulino, L. Li and S. Verdu
     Published in IEEE Transactions on Information Theory on 2, 2005, Pages 479-505.
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On the Theta-coverage and connectivity of large random networks

     By: Feng Xue, P. R. Kumar
     Published in Submitted to IEEE Transactions on Information Theory on 2, 2005
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Issues in Wardrop Routing in Wireless Networks

     By: Vivek Raghunathan, P. R. Kumar
     Published in Proceedings of the First International Wireless Internet Conference (WICON 2005) on 2, 2005
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Principles and Protocols for Power Control in Wireless Ad Hoc Networks

     By: Vikas Kawadia, P. R. Kumar
     Published in IEEE Journal on Selected Areas in Communications on 1, 2005, Pages 76-88.
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Universal Discrete Denoising: Known Channel

     By: Tsachy Weissman, E. Ordentlich, G. Seroussi, S. Verdu and M. Weinberger
     Published in IEEE Transactions on Information Theory on 1, 2005, Pages 5-28.
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Information and Entropy Flow in the Kalman-Bucy Filter

     By: S.K. Mitter, N.J. Newton
     Published in J. Stat. Phys., Vol. 118, Pages 145-176.
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Data Association based on Optimization in Graphical Models with Application to Sensor Networks

     By: Lei Chen, M. J. Wainwright, M. Cetin, A.S. Willsky
     Published in Mathematical and Computer Modelling, Special Issue on Optimization and Control for Military Applications, , to appear. (Invited paper)
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Homotopy Continuation for sparse signal representation

     By: Dmitry Malioutov, Müjdat Çetin, and Alan S. Willsky
     Published in ICASSP 2005
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Sparse Signal Reconstruction Perspective for Source Localization with Sensor Arrays

     By: Malioutov Dmitry, Müjdat Çetin, and Alan S. Willsky
     Published in Transactions on Signal Processing
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Broadcast-relay channel: Capacity Region Bounds

     By: A Reznik, S. Kulkarni and S. Verdu
     Published in Proc. 2005 Int. Symp. on Information Theory
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Consistency in Models of Distributed Learning Under Communication Constraints

     By: J. B. Predd, S.R. Kulkarni, H.V. Poor
     Published in IEEE Transactions on Information Theory
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A Generalization of de Finetti¡¯s Theorem

     By: J. B. Predd, D. Osherson, S. R. Kulkarni, H. V. Poor
     Published in submitted to IEEE Transactions on Information Theory
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Issues in the convergence of control with communication and computing: Proliferation, architecture, design, services, and middleware

     By: Scott Graham, G. Baliga, P. R. Kumar
     Published in Proceedings of the 43rd IEEE Conference on Decision and Control on 12, 2004, Pages 1466-1471.
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Time in general-purpose control systems: The Control Time Protocol and an experimental evaluation

     By: Scott Graham, P. R. Kumar
     Published in Proceedings of the 43rd IEEE Conference on Decision and Control on 12, 2004, Pages 4004-4009.
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Scheduling Algorithms for Automated Traffic

     By: Arvind Giridhar, P. R. Kumar
     Published in Proceedings of the 43rd IEEE Conference on Decision and Control on 12, 2004, Pages 2754-2759.
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Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation

     By: Erik Sudderth, M. I. Mandel, W. T. Freeman, A. S. Willsky
     Published in Neural Information Processing Systems on 12, 2004
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Message Errors in Belief Propagation

     By: Alexander Ihler, J. W. Fisher, A. S. Willsky
     Published in Neural Information Processing Systems on 12, 2004
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Degraded Gaussian multi-relay channel: capacity and optimal power allocation

     By: Alex Reznik, S. Kulkarni and S. Verdu
     Published in IEEE Transactions on Information Theory on 12, 2004, Pages 3037-3046.
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The Capacity and Power Efficiency of OOFSK Signaling over Wideband Fading Channels

     By: M. Gursoy, H. V. Poor and S. Verdu
     Published in 2004 IEEE Globecom on 12, 2004
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A Wardrop Routing Protocol for Ad Hoc Wireless Networks

     By: Vivek Raghunathan, P. R. Kumar
     Published in Proceedings of the 43rd IEEE Conference on Decision and Control on 12, 2004, Pages 4661-4666.
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Embedded Trees: Estimation of Gaussian Processes on Graphs with Cycles

     By: Erik Sudderth, M. J. Wainwright, A. S. Willsky
     Published in IEEE Trans. Signal Processing on 11, 2004, Pages 3136-3150.
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Extended Message Passing Algorithm for Inference in Loopy Gaussian Graphical Models

     By: Kurt Plarre, P. R. Kumar
     Published in Ad Hoc Networks on 10, 2004, Pages 153-169.
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Fountain Codes for Lossless Compression of Binary Sources

     By: G. Caire, S. Shamai, A. Shokrollahi and S. Verdu
     Published in IEEE Workshop on Information Theory on 10, 2004
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Increasingly Correct Message Passing Algorithms for Heat Source Detection in Sensor Networks

     By: Kurt Plarre, P. R. Kumar, T. I. Seidman
     Published in Proceedings of The First IEEE International conference on Sensor and Ad hoc communications and networks (SECON 2004) on 10, 2004
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Variable-rate Coding for Slowly-fading Gaussian Multiple-access Channels

     By: G. Caire, D. Tuninetti, and S. Verdu
     Published in IEEE Transactions on Information Theory on 10, 2004, Pages 2271-2292.
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Mutual Information and Conditional Mean Estimation in Poisson Channels

     By: Dongning Guo, S. Shamai, and S. Verdu
     Published in 2004 IEEE Workshop on Information Theory on 10, 2004
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Mutual Information and Eigenvalue Distribution of MIMO Ricean Channels

     By: G. Alfano, A. Lozano, A. Tulino and S. Verdu
     Published in 2004 International Symposium on Information Theory and its Applications on 10, 2004
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Practical Schemes for Interactive Data Exchange

     By: G. Caire, S. Shamai, and S. Verdu
     Published in 2004 International Symposium on Information Theory and its Applications on 10, 2004
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On Finite-Dimensional Bounds for LDPC-like Codes with Iterative Decoding

     By: C. C. Wang, S.R. Kulkarni, H.V. Poor
     Published in IEEE Int. Symp. Inform. Theory & Its Appl. on 10, 2004
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Capacity, Architecture, Protocols, and Sensing in Wireless Networks

     By: P. R. Kumar
     Published in Proceedings of the 2004 IEEE Information Theory Workshop on 10, 2004, Pages 469-472.
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Stochastic Linear Control over a Communication Channel

     By: S. Tatikonda, A. Sahai, S.K. Mitter
     Published in IEEE Trans. on Auto Control, Special Issue on Networked Control Systems, Volume: 49 , Issue: 9 on 9, 2004, Pages 1549-1561.
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A Small World Approach to Heterogeneous Networks

     By: A. Reznik, S.R. Kulkarni, S. Verdu
     Published in Communications in Information and Systems on 9, 2004, Pages 325-348.
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Power Efficiency of Joint Frequency-Phase Modulation in the Low-SNR Regime over Noncoherent Rician Channels

     By: M. Gursoy, H. V. Poor, S. Verdu
     Published in VTC F04 Transmission Technology on 9, 2004
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Time-frequency and time-scale canonical representations of doubly spread channels

     By: R. Balan, H. V. Poor, S. Rickard, and S. Verdu
     Published in 2004 EUSIPCO on 9, 2004
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Power Allocation in Multi-Antenna Communication with Statistical Channel Information at the Transmitter

     By: A. Lozano, A. Tulino and S. Verdu
     Published in 15TH IEEE Int. Symp. on Personal, Indoor and Mobile Radio Communications on 9, 2004
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Physical Channel Research: The Road Ahead

     By: Sergio Verdu
     Published in 15TH IEEE Int. Symp. on Personal, Indoor and Mobile Radio Communications on 9, 2004
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MIMO Capacity with Channel State Information at the Transmitter

     By: A. Tulino, A. Lozano, and S. Verdu
     Published in 2004 IEEE International Symposium on Spread Spectrum Techniques and Applications on 9, 2004
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Distributed Learning in Wireless Sensor Networks

     By: J. B. Predd, S.R. Kulkarni, H. V. Poor
     Published in 42nd Annual Allerton Conference on Communication, Control, and Computing on 9, 2004
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Interim Report for the SensorWeb MURI (January 1, 2004 - July 31, 2004)

     By: Alan S. Willsky, Sanjoy K. Mitter, Sanjeev Kulkarni, P. R. Kumar, and Tommi Jaakkola
     Published in - on 8, 2004
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Nonparametric Hypothesis Tests for Statistical Dependency

     By: Alexander Ihler, J. W. Fisher III, A. S. Willsky
     Published in Transactions on Signal Processing on 8, 2004
     Abstract
     


Second-order Asymptotics of Mutual Information

     By: V. V. Prelov, S. Verdu
     Published in IEEE Transactions on Information Theory on 8, 2004, Pages 1567-1580.
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A Distributed Quickest Detection Scheme for Sensor Networks

     By: S. -H. Son, S. R. Kulkarni, S.C. Schwartz
     Published in Proc. Int. Conf. Computing, Communications and Control Technologies on 8, 2004, Pages 192-196.
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Optimal Transmission Scheduling in Symmetric Communication Models with Intermittent Connectivity

     By: Anant Ganti, E. Modiano, J. N. Tsitsiklis
     Published in submitted to IEEE Transactions on Information Theory on 7, 2004
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Control under Communication Constraints

     By: S. Tatikonda, S.K. Mitter
     Published in IEEE Trans. on Auto. Control, Volume: 49 , Issue: 7 on 7, 2004, Pages 1056-1068.
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Control over Noisy Channels

     By: S. Tatikonda, S.K. Mitter
     Published in IEEE Trans. on Auto. Control, Volume: 49 , Issue: 7 on 7, 2004, Pages 1196-1201.
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Universal Estimation of Entropy Via Block Sorting

     By: Haixiao Cai, S.R. Kulkarni, S. Verdu
     Published in IEEE Transactions on Information Theory on 7, 2004, Pages 1551-1561.
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Consistency in Models for Communication Constrained Distributed Learning

     By: J. Predd, S.R. Kulkarni, H.V. Poor
     Published in Proc. 17th Annual Conference on Learning Theory on 7, 2004
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Consistency in a Model for Distributed Learning with Specialists

     By: J. Predd, S.R. Kulkarni, H.V. Poor
     Published in Proc. International Symposium on Information Theory on 7, 2004
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Throughput Scaling in Wireless Networks with Restricted Mobility

     By: A. Lozano, S.R. Kulkarni, P. Viswanath
     Published in Proc. International Symposium on Information Theory on 7, 2004
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Scaling Laws in Random Heterogeneous Networks

     By: Alex Reznik, S.R. Kulkarni, S. Verdu
     Published in Proc. International Symposium on Information Theory on 7, 2004
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Channel decoding of systematically encoded unknown redundant sources

     By: E. Ordentlich, G. Seroussi, S. Verdu, K. Viswanathan, M. Weinberger, T. Weissman
     Published in IEEE Int. Symp. Information Theory on 7, 2004
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Mutual Information and MMSE in Gaussian Channels

     By: D. Guo, S. Shamai and S. Verdu
     Published in IEEE Int. Symp. Information Theory on 7, 2004
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Spectral Efficiency of Peak Power Limited Rician Block-Fading Channels

     By: M. Gursoy, H. V. Poor and S. Verdu
     Published in International Symposium on Information Theory on 7, 2004
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High-SNR Power Offset in Multi-Antenna Communication

     By: A. Lozano, A. Tulino and S. Verdu
     Published in IEEE Transactions on Information Theory on 7, 2004
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The Transport Capacity of Wireless Networks over Fading Channels

     By: Feng Xue, L-L. Xie, P. R. Kumar
     Published in Submitted to IEEE Transactions on Information Theory on 7, 2004
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Capacity bounds for ad-hoc and hybrid wireless networks

     By: Ashish Agarwal, P. R. Kumar
     Published in ACM SIGCOMM Computer Communication Review on 7, 2004, Pages 71-81.
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The Shannon Transform in Random Matrix Theory

     By: A. Tulino, S. Verdu
     Published in Bernoulli Society/IMS Congress on 7, 2004
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Throughput Scaling in Wireless Networks with Restricted Mobility

     By: Aurelie Lozano, S. R. Kulkarni, P. Viswanath
     Published in IEEE Int. Symp. Inform. Theory & Its Appl. on 7, 2004
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The Sample Complexity of Exploration in the Multi-Armed Bandit Problem

     By: Shie Mannor, J. N. Tsitsiklis
     Published in Journal of Machine Learning Research on 6, 2004, Pages 623-648.
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Large Margin Matrix Factorization

     By: Nathan Srebro, J. Rennie, T. Jaakkola
     Published in submitted on 6, 2004
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A Deterministic Approach to Throughput Scaling in Wireless Networks

     By: S.R. Kulkarni, P. Viswanath
     Published in IEEE Transactions on Information Theory on 6, 2004, Pages 1041-1049.
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Random Matrices and Wireless Communications

     By: A. Tulino, S. Verdu
     Published in Foundations and Trends in Communications and Information Theory on 6, 2004
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Design of Reduced-rank MMSE Multiuser Detectors using Random Matrix Methods

     By: L. Li, A. M. Tulino, and S. Verdu
     Published in IEEE Trans. Information Theory on 6, 2004, Pages 986-1008.
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Estimation Theory and Information Theory: New Connections

     By: S. Verdu
     Published in 2nd International Workshop on Signal Processing for Wireless Communications on 6, 2004
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Generalization Error Bounds for Collaborative Prediction with Low-Rank Matrices

     By: Nathan Srebro, T. Jaakkola
     Published in submitted on 6, 2004
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Distributed Information Regularization on Graphs

     By: Adrian Corduneanu, T. Jaakkola
     Published in submitted on 6, 2004
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Computing and Communicating Statistics in Sensor Networks

     By: Arvind Giridhar, P. R. Kumar
     Published in Proceedings of 2004 International Symposium on Information Theory on 6, 2004, Pages 80-80.
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An Achievable rate for the multiple-level relay channel

     By: Liang-Liang Xie, P. R. Kumar
     Published in Proceedings of 2004 IEEE International Symposium on Information Theory on 6, 2004, Pages 3-3.
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The Transport Capacity of Wireless Networks over Fading Channels

     By: Feng Xue, Liang-Liang Xie, P. R. Kumar
     Published in Proceedings of 2004 IEEE International Symposium on Information Theory on 6, 2004, Pages 370-370.
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Visual Hand Tracking Using Nonparametric Belief Propagation

     By: Erik Sudderth, M. I. Mandel, W. T. Freeman, A. S. Willsky
     Published in IEEE CVPR Workshop on Generative Model Based Vision on 6, 2004
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A Network Information Theory for Wireless Communication: Scaling Laws and Optimal Operation

     By: Liang-Liang Xie, P. R. Kumar
     Published in IEEE Transactions on Information Theory on 5, 2004, Pages 748-767.
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Variations on a Theme by Neyman and Pearson

     By: V.S. Borkar, S.K. Mitter, S.R. Venkatesh
     Published in Sankhya, Volume 66, Part 2 on 5, 2004, Pages 292-305.
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Nonparametric Belief Propagation for Sensor Self-Calibration

     By: Alexander Ihler, J. W. Fisher III, R. L. Moses, A. S. Willsky
     Published in ICASSP on 5, 2004
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The Interplay between Mutual Information and MMSE

     By: S. Verdu
     Published in Dipartimento de Elettronica, Politecnico di Torino, Torino, Italy on 5, 2004
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The Interplay between Mutual Information and MMSE

     By: S. Verdu
     Published in IEEE Communication Theory Workshop on 5, 2004
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Connections between Estimation Theory and Information Theory

     By: S. Verdu
     Published in Information Systems Seminar, Dept. Electrical Engineering, Stanford University on 5, 2004
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Improved Capacity Bounds for Wireless Networks

     By: Ashish Agarwal, P. R. Kumar
     Published in Wireless Communications and Mobile Computing on 5, 2004, Pages 251-261.
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Etherware: Domainware for Wireless Control Networks

     By: Girish Baliga, S. Graham, L. Sha, P. R. Kumar
     Published in Proceedings of the Seventh IEEE International Symposium on Object-Oriented Real-Time Distributed Computing on 5, 2004, Pages 155-162.
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Nonparametric Belief Propagation for Self-Calibration in Sensor Networks

     By: Alexander Ihler, J. W. Fisher III, R. L. Moses, A. S. Willsky
     Published in IPSN on 4, 2004
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Suboptimality of TDMA in the low power regime

     By: G. Caire, D. Tuninetti, and S. Verdu
     Published in IEEE Transactions on Information Theory on 4, 2004, Pages 608-620.
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The Number of Neighbors Needed or Connectivity of Wireless Networks

     By: Feng Xue, P. R. Kumar
     Published in Wireless Networks on 3, 2004, Pages 169-181.
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Interim Report for the SensorWeb MURI (January 1, 2003 - December 31, 2003)

     By: Alan S. Willsky, Sanjoy K. Mitter, Sanjeev Kulkarni, P. R. Kumar, and Tommi Jaakkola
     Published in - on 2, 2004
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Connections between MMSE Estimation and Information Theory

     By: S. Verdu
     Published in International Zurich Seminar on Communications on 2, 2004
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Sensor networks: Towards a theory of computation and communication of functions of measurements to a fusion center

     By: Arvind Giridhar, P. R. Kumar
     Published in Proceedings of 2004 International Zurich Seminar on Communications on 2, 2004, Pages 176-178.
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Maximizing the Spectral Efficiency of coded CDMA under successive decoding

     By: G. Caire, S. Guemghar, A. Roumy, and S. Verdu
     Published in IEEE Transactions on Information Theory on 1, 2004, Pages 152-164.
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Almost-Noiseless Joint Source-Channel Coding-Decoding of Sources with Memory

     By: G. Caire, S. Shamai and S. Verdu
     Published in 5th International ITG Conference on Source and Channel Coding on 1, 2004
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On De Finetti Coherence and Kolmogorov Probability

     By: V.S. Borkar, V.R. Konda, S.K. Mitter
     Published in Stat. Prob. Lett., Vol. 66, Pages 417-421.
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Optimal Sparse Representations in general overcomplete Bases

     By: Dmitry Malioutov, M. Cetin, A. S. Willsky
     Published in ICASSP 2004
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Upper Bounds to Transport Capacity of Wireless Networks

     By: A. Jovicic, P. Viswanath, S.R. Kulkarni
     Published in IEEE Transactions on Information Theory
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Density Evolution for Asymmetric Memoryless Channels

     By: C.-C. Wang, S.R. Kulkarni, H.V. Poor
     Published in IEEE Transactions on Information Theory
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The Statistics of Hierarchical Aggregation for Multiattribute Resource Management

     By: A.P. George, W.B. Powell, S.R. Kulkarni
     Published in INFORMS Journal on Computing
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Arbitrary Side Observations in Bandit Problems

     By: C.-C. Wang, S.R. Kulkarni, H.V. Poor
     Published in Advances in Applied Mathematics
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Capacity and Optimal Resource Allocation in the Degraded Gaussian Relay Channel with Multiple Relays

     By: A. Reznik, S.R. Kulkarni, S. Verdu
     Published in IEEE Transactions on Information Theory
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Bandit Problems With Side Observations

     By: C.-C. Wang, S.R. Kulkarni, H.V. Poor
     Published in IEEE Transactions on Automatic Control
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A Variational Approach to Nonlinear Estimation

     By: S.K. Mitter, Newton, N.J.
     Published in SIAM Jrn. on Control, Volume 42, Number 5, Pages 1813-1833.
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Noiseless Data Compression with Low-Density Parity-Check Codes

     By: G. Caire, S. Shamai and S. Verdu
     Published in DIMACS Series in Discrete Mathematics and Theoretical Computer Science, Pages 263-284.
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Wireless Network Information Theory in \\\\emph{Advances in Network Information Theory}

     By: Liang-Liang Xie, P. R. Kumar
     Published in Proceedings of the DIMACS Workshop on Network Information Theory, Pages 151-158.
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Efficient Multiscale Sampling from Products of Gaussian Mixtures

     By: Alexander Ihler, E. B. Sudderth, W. T. Freeman, A. S. Willsky
     Published in NIPS on 12, 2003
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Upper Bounds to Transport Capacity in Wireless Networks

     By: A. Jovicic, S.R. Kulkarni, P. Viswanath
     Published in 42nd IEEE Conference on Decision and Control on 12, 2003
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Arbitrary Side Observations in Bandit Problems

     By: C.-C. Wang, S.R. Kulkarni, H.V. Poor
     Published in 42nd IEEE Conference on Decision and Control on 12, 2003
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Error correcting codes and data compression

     By: S. Verdu
     Published in DIMACS Workshop on Algebraic Coding Theory and Information Theory Workshop on 12, 2003
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Gaussian inference in loopy graphical models

     By: Kurt Plarre, P. R. Kumar
     Published in Proceedings of the 42nd IEEE Conference on Decision and Control on 12, 2003, Pages 5747-5752.
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Source Localization by Enforcing Sparsity through a Laplacian Prior: an SVD-based Approach

     By: D. M. Malioutov, M. Cetin, A. S. Willsky
     Published in IEEE Statistical Signal Processing Workshop on 10, 2003
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Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity

     By: Shie Mannor, R. Meir, T. Zhang
     Published in Journal of Machine Learning Research on 10, 2003, Pages 713-741.
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Density Evolution for Asymmetric Memoryless Channels

     By: C.-C. Wang, S.R. Kulkarni, H.V. Poor
     Published in 3rd International Symposium on Turbo Codes and Related Topics on 9, 2003
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The Convergence of Control, Communication, and Computation

     By: Scott Graham, P. R. Kumar
     Published in Proceedings of PWC 2003: Personal Wireless Communication on 9, 2003, Pages 458-475.
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The Cross Entropy method for Fast Policy Search

     By: Shie Mannor, R. Rubinstein, Y. Gat
     Published in Twentieth International Conference on Machine Learning on 8, 2003, Pages 512-519.
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Lower Bounds on the Sample Complexity of Exploration in the Multi-Armed Bandit Problem

     By: Shie Mannor, J. N. Tsitsiklis
     Published in Sixteenth Annual Conference on Learning Theory on 8, 2003
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Network Information Theory for Wireless Communications

     By: Liang-Liang Xie, P. R. Kumar
     Published in Proceedings of the 2003 IEEE International Symposium on Information Theory on 7, 2003
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Throughput Scaling in Heterogeneous Networks

     By: S.R. Kulkarni, P. Viswanath
     Published in International Symposium on Information Theory on 7, 2003
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Design Methods for Irregular Repeat-Accumulate Codes

     By: A. Roumy, S. Guemghar, G. Caire, S. Verdu
     Published in Ieee Int. Symp. Information theory on 7, 2003
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Universal Discrete Denoising: Known Channel

     By: W. Weissman, E. Ordentlich, G. Seroussi , S. Verdu, M. Weinberger
     Published in Ieee Int. Symp. Information Theory on 7, 2003
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Multiantenna Capacity in Interference Limited Low-Power Conditions

     By: A. Lozano, A. Tulino, S. Verdu
     Published in IEEE Int. Symp. Information Theory on 7, 2003
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Constructive Approaches to Fixed-Length Data Compression

     By: G. Caire, S. Shamai, S. Verdu
     Published in IEEE Int. Symp. Information Theory on 7, 2003
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Nonparametric Belief Propagation

     By: Erik Sudderth, A. T. Ihler, W. T. Freeman, A. S. Willsky
     Published in IEEE Conference on Computer Vision and Pattern Recognition on 6, 2003
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Towards Dependent Dimensionality Reduction: Linear Dependence and Additive Noise

     By: Nathan Srebro, T. Jaakkola
     Published in NIPS 03 on 6, 2003
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On-line learning of non-stationary sequences

     By: Claire Monteleoni, T. Jaakkola
     Published in NIPS 03 on 6, 2003
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Throughput Scaling for Heterogeneous Networks

     By: S.R. Kulkarni, P. Viswanath
     Published in Proc. International Symposium on Information Theory on 6, 2003
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Network Information Theory for Wireless Communication

     By: Liang-Liang Xie, P. R. Kumar
     Published in Proceedings of the 2003 IEEE Interational Symposium on Information Theory on 6, 2003, Pages 288-288.
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Middleware Architecture for Federated Control Systems

     By: Girish Baliga, P. R. Kumar
     Published in IEEE Distributed Systems Online and presented at Middleware 2003 on 6, 2003
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A Variational Approach to Array Processing in the Presence of Uncertainties

     By: D. M. Malioutov
     Published in MIT Masters Thesis on 5, 2003
     Abstract
     


Design of MMSE Multiuser Detectors using Random Matrix Techniques

     By: L. Li, A. Tulino, S. Verdu
     Published in IEEE Int. Conference on Communications on 5, 2003
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Multitarget-Multisensor Data Association Using the Tree-ReweightedMax-Product Algorithm

     By: Lei Chen, M. J. Wainwright, M. Cetin, A. S. Willsky
     Published in SPIE Aerosense on 4, 2003
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Hypothesis testing over factorizations for data association

     By: Alexander Ihler, J. W. Fisher, A. S. Willsky
     Published in IPSN on 4, 2003
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Correlation number: a new design criterion in multi-antenna communication

     By: A. Lozano, A. M Tulino, S. Verdu
     Published in Vehicular Technology Conference on 4, 2003
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Scheduling Traffic on a Network of Roads

     By: Giridhar Arvind, P. R. Kumar
     Published in Submitted to IEEE Transactions on Vehicular Technology on 4, 2003
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Wireless Networks: Analysis, Protocols, Architecture, and Towards Convergence

     By: P. R. Kumar
     Published in Proceedings of WiOpt 2003: Modeling and Optimization in Mobile and Ad Hoc and Wireless Networks on 3, 2003, Pages 19-24.
     Abstract
     


Estimation of GMRFs by Recursive Cavity Modeling

     By: J.K. Johnson
     Published in Masters Thesis, MIT. on 3, 2003
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Dynamic Cesaro-Wardrop Equilibration in Networks

     By: V. Borkar, P. R. Kumar
     Published in IEEE Transactions on Automatic Control on 3, 2003, Pages 382-396.
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Power Control and Clustering in Ad Hoc Networks

     By: Vikas Kawadia, P. R. Kumar
     Published in Proceedings of INFOCOM 2003 on 3, 2003
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On Information Regularization

     By: Adrian Corduneanu, T. Jaakkola
     Published in UAI 03 (best paper award) on 3, 2003
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Wireless Network Information Theory

     By: Liang-Liang Xie, P. R. Kumar
     Published in Proceedings of the DIMACS Workshop on Network Information Theory on 3, 2003
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Some Constructions of Codes from Group Actions

     By: L Bazzi, SK Mitter
     Published in submitted to IEEE Trans. on Information Theory on 3, 2003
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Interim Report for the SensorWeb MURI (January 1, 2002 - December 31, 2002)

     By: Alan S. Willsky, Sanjoy K. Mitter, Sanjeev Kulkarni, P. R. Kumar, and Tommi Jaakkola
     Published in - on 2, 2003
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Generalized Low-Rank Approximations

     By: Nathan Srebro, T. Jaakkola
     Published in ICML 03 on 2, 2003
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Tree-reweighted belief propagation algorithms and approximate ML estimation by pseudo-moment matching

     By: Martin J Wainwright, T.S. Jaakkola, A.S. Willsky
     Published in Workshop on Artificial Intelligence and Statistics on 1, 2003
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Capacity and Optimal Resource Allocation in the Degraded Gaussian Relay Channel with Multiple Relays

     By: A. Reznik, S.R. Kulkarni, S. Verdu
     Published in submitted to IEEE Transactions on Information Theory
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Optimal Energy Allocation for Delay-Constrained Data Transmission over a Time-Varying Channel

     By: Alvin Fu, E. Modiano, J. N. Tsitsiklis
     Published in INFOCOM, 2003
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Multiresolution Modeling from Data and Partial Specifications

     By: Dewey S. Tucker
     Published in MIT Ph.D. Thesis on 12, 2002
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New Results in Network Information Theory: Scaling Laws and Optimal Operational Modes for Wireless Networks

     By: Liang-Liang Xie, P. R. Kumar
     Published in Proceedings of 41st IEEE Conference on Decision and Control on 12, 2002, Pages 3205-3208.
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Bandit Problems With Side Information

     By: C.-C. Wang, S.R. Kulkarni, H.V. Poor
     Published in 41st IEEE Conference on Decision and Control on 12, 2002
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Capacity and Optimal Resource Allocation in the Degraded Gaussian Relay Channel with Multiple Relays

     By: Alex Reznik, S. R. Kulkarni, S. Verdu
     Published in Proceedings of 40th Allerton Conference on Communications, Control and Computing on 10, 2002
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Nonparametric Belief Propagation

     By: Erik Sudderth, A. T. Ihler, W. T. Freeman, A. S. Willsky
     Published in MIT LIDS Technical Report 2551 on 10, 2002
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New Results in Network Information Theory: Scaling Laws for Wireless Communication and Optimal Strategies for Information Transport

     By: Liang-Liang Xie, P. R. Kumar
     Published in Proceedings of 2002 IEEE Information Theory Workshop on 10, 2002, Pages 24-25.
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MAP estimation via agreement on (hyper)trees: Message-passing and linear programming approaches

     By: Martin Wainwright, T.S. Jaakkola, A.S. Willsky
     Published in Allerton Conference on Communication, Control and Computing on 10, 2002
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Principal Curves with Bounded Turn

     By: S. Sandilya, S.R. Kulkarni
     Published in IEEE Transactions on Information Theory on 10, 2002
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Data-dependent kn-NN and Kernel Estimators Consistent for Arbitrary Processes

     By: S.R. Kulkarni, S.E. Posner, S. Sandilya
     Published in IEEE Transactions on Information Theory on 10, 2002
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Extended Message Passing Algorithm for Inference in Loopy Gaussian Graphical Models

     By: Kurt Plarre, P. R. Kumar
     Published in Submitted to Computer Networks on 10, 2002
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Super-resolution source localization through data-adaptive regularization

     By: D. M. Malioutov, M. Cetin, J. W. Fisher III, Alan S. Willsky
     Published in IEEE Sensor Array and Multichannel Signal Processing Workshop on 8, 2002
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Multiresolution Markov Models for Signal and Image Processing

     By: Alan S. Willsky
     Published in Proceedings of the IEEE, vol. 90, no. 8 on 8, 2002, Pages 1396-1458.
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Recent Results on the Capacity of Wideband Channels in the Low Power Regime

     By: Sergio Verdu
     Published in IEEE Personal Communications Magazine on 8, 2002
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Tree consistency and bounds on the performance of the max-product algorithm and its generalizations

     By: Martin Wainwright, T.S. Jaakkola, A.S. Willsky
     Published in LIDS technical report P-2554 on 7, 2002
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A Deterministic View of Throughput Scaling in Wireless Networks

     By: S.R. Kulkarni, P. Viswanath
     Published in Proc. International Symposium on Information Theory on 7, 2002
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Second Year Report for the SensorWeb MURI

     By: Alan S. Willsky, S. K. Mitter, S. Kulkarni, P. R. Kumar, T. Jaakkola
     Published in - on 6, 2002
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Spectral Efficiency in the Wideband Regime (Invited Paper)

     By: Sergio Verdu
     Published in IEEE Trans. Information Theory, Special Issue on Shannon Theory: Perspective, Trends and Applications on 6, 2002, Pages 1319-1343.
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Universal Lossless Source Coding With the Burrows Wheeler Transform

     By: M. Effros, K. Visweswariah, S. Kulkarni, S. Verdu
     Published in IEEE Transactions on Information Theory on 5, 2002, Pages 1061-1081.
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A Variational Technique for Source Localization based on a Sparse Signal Reconstruction Perspective

     By: M. Cetin, D. M. Malioutov, and A. S. Willsky
     Published in IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP) 2002, vol. 3, on 5, 2002, Pages 2965-2968.
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Informative subspaces for audio-visual processing: high-level function from low-level fusion

     By: John W. Fisher III, Trevor Darrell
     Published in ICASSP 2002 on 5, 2002
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Continuation Methods for Mixing Heterogeneous Sources

     By: Adrian Corduneanu, T. Jaakkola
     Published in Proceedings of the Eighteenth Annual Conference on Uncertainty in Artificial Intelligence on 5, 2002
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Super-resolution source localization through data-adaptive regularization.

     By: D. M. Malioutov, M. Cetin, J. W. Fisher III, Alan S. Willsky
     Published in Adaptive Sensor Array Processing Workshop on 3, 2002
     Abstract
     


Embedded Trees: Estimation of Gaussian Processes on Graph with Cycles

     By: Erik Sudderth
     Published in MIT Masters Thesis on 2, 2002, Pages 1-164.
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Power Control in Ad-Hoc Networks: Theory, Architecture, Algorithm and Implementation of the COMPOW protocol.

     By: S. Narayanaswamy, Vikas Kawadia, R. S. Sreenivas and P. R. Kumar
     Published in Proceedings of European Wireless Conference -- Next Generation Wireless Networks: Technologies, Protocols, Services and Applications on 2, 2002, Pages 156-162.
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Efficiently Synthesizing Virtual Video

     By: R. Radke, P. Ramadge, S. Kulkarni, T. Echigo
     Published in Submitted to IEEE Transactions on Circuits and Systems for Video Technology on 1, 2002
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Universal Estimation of Entropy and Divergence Via Block Sorting

     By: H. Cai, S. R. Kulkarni, S. Verdu
     Published in submitted to ISIT 2002 on 1, 2002
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Partially labeled classification with Markov random walks

     By: M. Szummer, T. Jaakkola
     Published in Advances in Neural Information Processing Systems 14 on 1, 2002
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Active information retrieval

     By: T. Jaakkola, H. Siegelmann
     Published in Advances in Neural Information Processing Systems 14 on 1, 2002
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Stochastic processes on graphs with cycles: Geometric and variational approaches

     By: Martin Wainwright
     Published in MIT PhD thesis, Laboratory for Information and Decision Systems on 1, 2002
     Abstract
     


Interim Report for the SensorWeb MURI (January 1, 2001 - December 31, 2001)

     By: Alan S. Willsky, Sanjoy K. Mitter, Sanjeev Kulkarni, P. R. Kumar, and Tommi Jaakkola
     Published in - on 1, 2002
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Decoding only the Strongest CDMA Users

     By: S. (Shitz) Shamai, S. Verdu
     Published in Codes, Graphs, and Systems, Pages 217-228.
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Scalable Information-Driven Sensor Querying and Routing for ad hoc Heterogeneous Sensor Networks

     By: M. Chu, Haussecker, H., Zhao, F.
     Published in International Journal of High Performance Computing Applications
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Tree-based reparameterization for approximate inference on loopy graphs

     By: Martin Wainwright, Tommi Jaakkola and Alan Willsky
     Published in Advances in Neural Information Processing Systems
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On the Transport Capacity of a Broadcast Gaussian Channel

     By: Alex Reznik, S. Verdu
     Published in Submitted to Communications in Information and Systems
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Protocols for Media Access Control and Power Control in Wireless Networks

     By: V. Kawadia, S. Narayanaswamy, R. Rozovsky, R. S. Sreenivas and P. R. Kumar
     Published in Proceedings of the 40th IEEE Conference on Decision and Control. on 12, 2001, Pages 1935-1940.
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Stable mixing of complete and incomplete information

     By: A. Corduneanu, T. Jaakkola
     Published in MIT AI Memo AIM-2001-030 on 11, 2001
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SEEDEX: A MAC protocol for ad hoc networks.

     By: R. Rozovsky, P. R. Kumar
     Published in Proceedings of The 2001 ACM Intenational Symposium on Mobile Ad Hoc Networking and Computing, MobiHoc 2001 on 10, 2001, Pages 67-75.
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The Capacity of Channels with Feedback, Part I: the General Case

     By: S. Tatikonda, S. K. Mitter
     Published in Submitted to IEEE Transactions on Information Theory on 10, 2001
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Signal Level Fusion for Multimodal Perceptual User Interface

     By: John W. Fisher III, Trevor Darrell
     Published in Workshop on Perceptive User Interfaces on 10, 2001
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Control with Limited Information

     By: Sanjoy Mitter
     Published in European Control Conference on 9, 2001
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Statistical and Information-Theoretic Methods For Self-Organization And Fusion Of Multimodal, Networked Sensors

     By: John W. Fisher III, Martin Wainwright, Erik Sudderth and Alan S. Willsky
     Published in In Review on 9, 2001
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Asymptotic Eigenvalue Moments for Linear Multiuser Detection

     By: L. Li, A. Tulino, S. Verdu
     Published in Communications in Information and Systems on 9, 2001, Pages 273-304.
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Tree-based reparameterization for approximate estimation of stochastic processes on graphs with cycles

     By: Martin Wainwright, T. Jaakkola and A. Willsky
     Published in Submitted to IEEE Transactions on Information Theory on 9, 2001
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Issues in Ad Hoc Networks: Scaling laws, Media Access Control and Power Control (Keynote Talk)

     By: P. R. Kumar
     Published in Proceedings of ITCom 2001: The convergence of Information Technologies and Communication, Denver on 8, 2001, Pages 14-21.
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Design and Analysis of Low-Complexity Interference Mitigation on Vector Channels

     By: R. Mueller, S. Verdu
     Published in IEEE Journal on Selected Areas on Communications on 8, 2001, Pages 1429-1441.
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Multi-cell uplink spectral efficiency of Coded DS-CDMA with Random Signatures

     By: B. Zaidel, S. Shamai (Shitz), S. Verdu
     Published in IEEE Journal on Selected Areas on Communications on 8, 2001, Pages 1556-1569.
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Asymptotic Analysis of Improved Linear Receivers for BPSK-CDMA subject to Fading

     By: A. Tulino, S. Verdu
     Published in to appear in IEEE Journal on Selected Areas on Communications, on 8, 2001, Pages 1544-1555.
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Towards an Information Theory of Large Networks: An Achievable Rate Region

     By: Piyush Gupta, P. R. Kumar
     Published in To appear in IEEE International Symposium on Information Theory on 6, 2001
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Tree-based reparameterization for approximate estimation of stochastic processes on graphs with cycles

     By: M. J. Wainwright, T. Jaakkola, and A. Willsky
     Published in Technical report to appear on 5, 2001
     Abstract
     


Nonparametric Estimators for Online Signature Authentication

     By: A. Ihler, J. Fisher, A. S. Willsky
     Published in ICASSP 2001 on 5, 2001
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An Experimental Scaling Law for Ad Hoc Networks.

     By: P. Gupta, R. Gray and P. R. Kumar
     Published in Internal Technical Report on 5, 2001
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The Impact of Frequency-flat Fading on the Spectral Efficiency of CDMA

     By: S. Shamai, S. Verdu
     Published in IEEE Trans. Information Theory on 5, 2001, Pages 1302-1327.
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Universal Variable-to-Fixed Length Source Codes

     By: K. Visweswariah, S. Kulkarni, S. Verdu
     Published in IEEE Trans. Information Theory on 5, 2001, Pages 1461-1472.
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Random cascades on wavelet trees and their use in analyzing and modeling natural images

     By: M. J. Wainwright, E. Simoncelli and A. S. Willsky
     Published in Applied Computational and Harmonic Analysis (Special issue on wavelet applications) on 4, 2001
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Interim Report for the SensorWeb MURI (July 1, 2000 - December 31, 2000)

     By: Sanjoy K. Mitter, Alan S. Willsky, Sanjeev Kulkarni, and P. R. Kumar
     Published in - on 3, 2001
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New Technological Vistas for Systems and Control: The Example of Wireless Networks

     By: P. R. Kumar
     Published in IEEE Control Systems Magazine vol. 21, no. 1. on 2, 2001, Pages 24-37.
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Anytime Information Theory

     By: A. Sahai
     Published in Ph.D. Thesis, MIT on 1, 2001
     Abstract
     


Internets in the Sky: The Capacity of Three Dimensional Wireless Networks

     By: Piyush Gupta, P. R. Kumar
     Published in Communications in Information and Systems, vol. 1, issue 1 on 1, 2001, Pages 33-49.
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Multiresolution and Graphical Models for Images and Spatial Data

     By: Jason Johnson, Erik Sudderth, Dewey Tucker, Martin Wainwright, and Alan Willsky
     Published in Minisymposium on Bayesian Hierarchical Statistical Models for Analysis of Images, SIAM Conference on Imaging Science
     Abstract
     


Tractable Bayesian Learning of Tree Belief Networks

     By: M. Meila, Jaakkola, T.
     Published in Submitted on 12, 2000
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Duality Between Estimation and Control

     By: S. K. Mitter
     Published in Festschrift for A. Bensoussan on 12, 2000
     Abstract
     


Learning Joint Statistical Models for Audio-Visual Fusion and Segregation

     By: John W. Fisher III, Trevor Darrell, William Freeman, and Paul Viola
     Published in Advances in Neural Information Processing Systems 13 on 12, 2000
     Abstract
     


Control with Limited Information: the Role of Systems Theory and Information Theory

     By: SK Mitter
     Published in IEEE Information Theory Society Newsletter, Vol. 50 on 12, 2000, Pages 1-23.
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Tree-based modeling and estimation of Gaussian processes on graphs with cycles

     By: M. J. Wainwright, E. Sudderth and A. S. Willsky
     Published in Advances in Neural Information Processing Systems on 11, 2000
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Sequentially Fitting Inclusive Trees for Inference in Noisy-OR Networks

     By: B. Frey, Patrascu, R., Jaakkola, T., Moran J.
     Published in Advances of Neural Information Processing Systems 13 on 11, 2000
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Learning Changing Concepts by Exploiting the Structure of Change

     By: P. L. Bartlett, S. Ben David, S. R. Kulkarni
     Published in Machine Learning on 11, 2000, Pages 153-174.
     Abstract
     


Random cascades of Gaussian scale mixtures and their use in modeling natural images with application to denoising

     By: M. J. Wainwright, E. P. Simoncelli and A. S. Willsky
     Published in 7th International Conference on Image Processing on 9, 2000
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Tutorial on variational approximation methods

     By: T. Jaakkola
     Published in Advanced mean field methods: theory and practice, MIT Press. on 9, 2000
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Separation of random number generation and resolvability

     By: K. Visweswariah, S. R. Kulkarni, S. Verdu
     Published in IEEE Transactions on Information Theory on 9, 2000, Pages 2237-2241.
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Recursive Propagation of Correspondences with Applications to the Creation of Virtual Video

     By: R. J. Radke, P. J. Ramadge, S. R. Kulkarni, T. Echigo, S. Iisaku
     Published in on 9, 2000, Pages 250-253.
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Maximally Informative Subspaces: a Nonparametric Approach

     By: Alexander Ihler
     Published in MS Thesis on 9, 2000
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Random cascades on wavelet trees and their use in analyzing and modeling natural images

     By: M. J. Wainwright, E. P. Simoncelli and A. S. Willsky
     Published in 45th Annual Meeting of the SPIE on 7, 2000
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Universal Coding of Nonstationary Sources

     By: K. Visweswariah, S. R. Kulkarni, S. Verdu
     Published in IEEE Transactions on Information Theory on 7, 2000, Pages 1633-1637.
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Principal Curves With Bounded Turn

     By: S. Sandilya, S. R. Kulkarni
     Published in Proc. Int\'l Symposium on Information Theory on 6, 2000, Pages 321-0.
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Output Distribution of the Burrows Wheeler Transform

     By: K. Visweswariah, S. R. Kulkarni, S. Verdu
     Published in Proc. Int\'l Symposium on Information Theory on 6, 2000, Pages 53-53.
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Finite Time Lower Bounds for the Two-Armed Bandit Problem

     By: S. R. Kulkarni, G. Lugosi
     Published in IEEE Transactions on Automatic Control on 4, 2000, Pages 711-714.
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The Capacity of Wireless Networks

     By: Piyush Gupta, P. R. Kumar
     Published in IEEE Transactions on Information Theory, vol.IT-46, no.2 on 3, 2000, Pages 388-404.
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Rapid Estimation of Camera Motion from Compressed Video With Application to Video Annotation

     By: Y.-P. Tan, D. D. Saur, S. R. Kulkarni, P. J. Ramadge
     Published in IEEE Transactions on Circuits and Systems for Video Technology on 2, 2000, Pages 133-146.
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Some Contributions to Fixed-Distribution Learning Theory

     By: M. Vidyasagar, S. R. Kulkarni
     Published in IEEE Transactions on Automatic Control on 2, 2000, Pages 217-234.
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Statistical Estimation and Modeling with Finite Data

     By: S.R. Venkatesh, S.K. Mitter
     Published in Presented at the ISIT Conference in Lausanne, Switzerland, June 30-July 5, 2002.
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Asymptotically Optimal Variable-to-Fixed Length Codes for Markov Sources

     By: K. Visweswariah, S. R. Kulkarni, S. Verdu
     Published in Journal of Combinatorics, Information, and System Sciences
     Abstract
     


A Message-Passing Algorithm for Optimizing Decentralized Detection Networks

     By: O. Patrick kreidl, M. Cetin, A. S. Willsky
     Published in Submitted to 44th IEEE Conference on Decision and Control
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Asymptotic normality of linear multiuser receiver outputs

     By: D. Guo, S. Verdu, L. K. Rasmussen
     Published in to appear in IEEE Transactions on Information Theory
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Minimum Distance of Error Correcting Codes versus Encoding Complexity, Symmetry, and Pseudorandomness

     By: Bazzi Louay
     Published in MIT thesis
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Optimal Transmission Scheduling over a Fading Channel with Energy and Deadline Constraints

     By: Alvin Fu, E. Modiano, J. N. Tsitsiklis
     Published in IEEE Transactions on Wireless Communications (in press)
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A Contract-Based Model for Directed Network Formation

     By: Ramesh Johari, S. Mannor, J. N. Tsitsiklis
     Published in Games and Economic Behavior (in press)
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A Sparse Signal Reconstruction Perspective for Source Localization with Sensor Arrays

     By: Dmitry Malioutov, M. Cetin, A. S. Willsky
     Published in IEEE Transactions on Signal Processing (in review)
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Power Control in Ad Hoc Networks

     By: Vikas Kawadia, P. R. Kumar
     Published in To appear in Journal on Selected Areas in Communications
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A performance analysis of the IEEE 802.11 Wireless LAN Medium Access Control

     By: Nitin Gupta, P. R. Kumar
     Published in To appear in Communications in Information and Systems
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Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation

     By: J.K. Johnson, D.M. Malioutov, A.S. Willsky
     Published in NIPS (in review as of 6/4/05)
     Abstract
     


A Recursive Model-Reduction Method for Approximate Inference in Gaussian Markov Random Fields

     By: J.K. Johnson, A.S. Willsky
     Published in IEEE Trans. Image Processing (in review as of 6/20/05)
     Abstract
     


Clustering in Distributed Estimation

     By: S. -H. Son, M. Chiang, S. R. Kulkarni, S.C. Schwartz
     Published in submitted to IEEE Trans. Wireless Communications
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The Role of Dependent Observations in Distributed Estimation for Wireless Sensor Networks

     By: S. -H. Son , S.R. Kulkarni, S.C. Schwartz, M. Roan
     Published in submitted to IEEE Trans. Signal Processing
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Learning Informative Statistics: A Nonparametric Approach

     By: John W. Fisher III, Alexander T. Ihler, and Paul Viola
     Published in Advances in Neural Information Processing Systems 12 on 12, 1999, Pages 900-906.
     Abstract
     


Critical Power for Asymptotic Connectivity in Wireless Networks

     By: Piyush Gupta, P. R. Kumar
     Published in Stochastic Analysis, Control, Optimization and Applications: A Volume in Honor of W.H. Fleming. Edited by W.M. McEneany, G. Yin, and Q. Zhang, Birkhauser, Boston, ISBN 0-8176-4078-9 on 12, 1998, Pages 547-566.
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A system and traffic dependent adaptive routing algorithm for ad hoc networks

     By: Piyush Gupta, P. R. Kumar
     Published in Proceedings of the 36th IEEE Conference on Decision and Control on 12, 1997, Pages 2375-2380.
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