MURI Research

Order research by Topic, Lead Researcher or by Date.



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)
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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)
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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)
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Topic: Modeling and Estimation of Gaussian Processes on Graphs with Cycles
By: Erik Sudderth (MIT), Martin Wainwright (MIT), Alan S. Willsky (MIT)
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Topic: Multi-modal Sensor Fusion
By: John Fisher (MIT), Alan Willsky (MIT)
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Topic: Multiresolution Modeling from Data and Partial Specifications
By: Dewey Tucker (MIT), Alan S. Willsky (MIT)
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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)
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Topic: Stochastic Processes defined by Graphical Models
By: Martin Wainwright (MIT), Erik Sudderth (MIT), Alan S. Willsky (MIT), Tommi Jaakkola (MIT)
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Topic: Systems of Interacting Constraints and Local and Global Behavioral Invariants
By: Reuben Rabi (MIT)
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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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