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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
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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.
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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
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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
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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
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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
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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
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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

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