Technical Program

Session Detail

Session Title TU4.R5: Graphical Models
Session Time Tuesday, 09 July, 16:40 - 18:00
Location Saint Victor, Level 3
Session ChairTom Richardson, Qualcomm

TU4.R5.1: Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices
 Click here to download the manuscript
         Burak Çakmak; Technische Universität Berlin
         Manfred Opper; Technische Universität Berlin

TU4.R5.2: Gaussian Graphical Model Selection from Size Constrained Measurements
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         Gautam Dasarathy; Arizona State University

TU4.R5.3: Structure Learning of Similar Ising Models: Information-theoretic Bounds
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         Saurabh Sihag; Rensselaer Polytechnic Institute
         Ali Tajer; Rensselaer Polytechnic Institute

TU4.R5.4: Graph Learning with Partial Observations: Role of Degree Concentration
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         Vincenzo Matta; University of Salerno
         Augusto Santos; École polytechnique fédérale de Lausanne (EPFL)
         Ali H. Sayed; École polytechnique fédérale de Lausanne (EPFL)