MURI Research
Order research by Topic, Lead Researcher or by Date.
Topic: Model geometry and estimation with incomplete dataBy: Adrian Corduneanu (MIT), Tommi Jaakkola (MIT) Summary Topic: Sensor Arrays and Information Theoretic FusionBy: Alex Ihler (MIT), John Fisher (MIT), Alan Willsky (MIT) Summary Topic: Network Information TheoryBy: Alex Reznik (Princeton), Sergio Verdu (Princeton), Sanjeev R. Kulkarni (Princeton) Summary Topic: Multiresolution Modeling from Data and Partial SpecificationsBy: Dewey Tucker (MIT), Alan S. Willsky (MIT) Summary Topic: A Variational Approach to Array Processing in the Presence of UncertaintiesBy: Dmitry M. Malioutov (MIT), Mujdat Cetin (MIT), Alan S. Willsky (MIT) Summary Topic: Detection and Localization of Aerosol Releases from Sparse Sensor MeasurementsBy: Emily Fox (MIT), John Fisher (MIT) Summary Topic: Modeling and Estimation of Gaussian Processes on Graphs with CyclesBy: Erik Sudderth (MIT), Martin Wainwright (MIT), Alan S. Willsky (MIT) Summary Topic: Visual Hand Tracking Using Nonparametric Belief PropagationBy: Erik B. Sudderth (MIT), Michael I. Mandel (Columbia), William T. Freeman (MIT), Alan S. Willsky (MIT) Links: Results and Publications Summary Topic: Nonparametric Inference for Graphical ModelsBy: Erik Sudderth (MIT), Alexander Ihler (MIT), William Freeman (MIT), Alan Willsky (MIT) Links: Results and Publications Summary Topic: Algorithms for the Estimation of Entropy and DivergenceBy: H. Cai (Princeton), S. R. Kulkarni (Princeton), S. Verdu (Princeton) Summary Topic: Approximation of Markov-Random Fields by Recursive Cavity ModelingBy: Jason K. Johnson (MIT), Alan S. Willsky (MIT) Summary Topic: Information Theoretic Sensor ManagementBy: Jason L. Williams (MIT), John W. Fisher (MIT), Alan S. Willsky (MIT) Summary Topic: Multi-modal Sensor FusionBy: John Fisher (MIT), Alan Willsky (MIT) Summary Topic: Multitarget-Multisensor Data AssociationBy: Lei Chen (MIT), Mujdat Cetin (MIT), Alan Willsky (MIT) Summary Topic: Group Action CodesBy: Louay Bazzi (MIT), Sanjoy Mitter (MIT), Daniel Spielman (MIT) Summary Topic: Minimum Distance of Error Correcting Codes versus Encoding Complexity, Symmetry, and PseudorandomnessBy: Louay Bazzi (MIT), Sanjoy Mitter (MIT), Daniel Spielman (MIT) Summary Topic: Hierarchical Framework for Recognition ProblemsBy: M. Chu (MIT), S. K. Mitter (MIT) Links: Detailed Summary Updated Summary Summary Topic: Efficient use of partially annotated informationBy: M. Szummer (MIT), T. Jaakkola (MIT) Summary Topic: Stochastic Processes defined by
Graphical ModelsBy: Martin Wainwright (MIT), Erik Sudderth (MIT), Alan S. Willsky (MIT), Tommi Jaakkola (MIT) Summary Topic: Message-Passing Algorithms for Optimizing Decentralized Detection NetworksBy: O. Patrick Kreidl (MIT), Alan Willsky (MIT) Summary Topic: Wireless NetworkingBy: P. R. Kumar (UIUC) Summary Topic: Systems of Interacting Constraints and Local and Global Behavioral InvariantsBy: Reuben Rabi (MIT) Summary Topic: Inference on Graphs and Information TheoryBy: S. K. Mitter (MIT), A. Sahai (MIT) Summary Topic: Active information retrievalBy: T. Jaakkola (MIT), H. Siegelman (Technion) Summary |

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