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MURI Research
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Topic: A Variational Approach to Array Processing in the Presence of Uncertainties By: Dmitry M. Malioutov (MIT), Mujdat Cetin (MIT), Alan S. Willsky (MIT) Summary Topic: Active information retrieval By: T. Jaakkola (MIT), H. Siegelman (Technion) Summary Topic: Algorithms for the Estimation of Entropy and Divergence By: H. Cai (Princeton), S. R. Kulkarni (Princeton), S. Verdu (Princeton) Summary Topic: Approximation of Markov-Random Fields by Recursive Cavity Modeling By: Jason K. Johnson (MIT), Alan S. Willsky (MIT) Summary Topic: Detection and Localization of Aerosol Releases from Sparse Sensor Measurements By: Emily Fox (MIT), John Fisher (MIT) Summary Topic: Efficient use of partially annotated information By: M. Szummer (MIT), T. Jaakkola (MIT) Summary Topic: Group Action Codes By: Louay Bazzi (MIT), Sanjoy Mitter (MIT), Daniel Spielman (MIT) Summary Topic: Hierarchical Framework for Recognition Problems By: M. Chu (MIT), S. K. Mitter (MIT) Links: Detailed Summary Updated Summary Summary Topic: Inference on Graphs and Information Theory By: S. K. Mitter (MIT), A. Sahai (MIT) Summary Topic: Information Theoretic Sensor Management By: Jason L. Williams (MIT), John W. Fisher (MIT), Alan S. Willsky (MIT) Summary Topic: Message-Passing Algorithms for Optimizing Decentralized Detection Networks By: O. Patrick Kreidl (MIT), Alan Willsky (MIT) Summary Topic: Minimum Distance of Error Correcting Codes versus Encoding Complexity, Symmetry, and Pseudorandomness By: Louay Bazzi (MIT), Sanjoy Mitter (MIT), Daniel Spielman (MIT) Summary Topic: Model geometry and estimation with incomplete data By: Adrian Corduneanu (MIT), Tommi Jaakkola (MIT) Summary Topic: Modeling and Estimation of Gaussian Processes on Graphs with Cycles By: Erik Sudderth (MIT), Martin Wainwright (MIT), Alan S. Willsky (MIT) Summary Topic: Multi-modal Sensor Fusion By: John Fisher (MIT), Alan Willsky (MIT) Summary Topic: Multiresolution Modeling from Data and Partial Specifications By: Dewey Tucker (MIT), Alan S. Willsky (MIT) Summary Topic: Multitarget-Multisensor Data Association By: Lei Chen (MIT), Mujdat Cetin (MIT), Alan Willsky (MIT) Summary Topic: Network Information Theory By: Alex Reznik (Princeton), Sergio Verdu (Princeton), Sanjeev R. Kulkarni (Princeton) Summary Topic: Nonparametric Inference for Graphical Models By: Erik Sudderth (MIT), Alexander Ihler (MIT), William Freeman (MIT), Alan Willsky (MIT) Links: Results and Publications Summary Topic: Sensor Arrays and Information Theoretic Fusion By: Alex Ihler (MIT), John Fisher (MIT), Alan Willsky (MIT) Summary Topic: Stochastic Processes defined by Graphical Models By: Martin Wainwright (MIT), Erik Sudderth (MIT), Alan S. Willsky (MIT), Tommi Jaakkola (MIT) Summary Topic: Systems of Interacting Constraints and Local and Global Behavioral Invariants By: Reuben Rabi (MIT) Summary Topic: Visual Hand Tracking Using Nonparametric Belief Propagation By: Erik B. Sudderth (MIT), Michael I. Mandel (Columbia), William T. Freeman (MIT), Alan S. Willsky (MIT) Links: Results and Publications Summary Topic: Wireless Networking By: P. R. Kumar (UIUC) Summary |
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