Technical Program

Session Detail

Session Title MO4.R5: Generalization Bounds
Session Time Monday, 08 July, 16:40 - 18:00
Location Saint Victor, Level 3
Session ChairP Vijay Kumar, Indian Institute of Science Bangalore, University of Southern California

MO4.R5.1: An Information-Theoretic View of Generalization via Wasserstein Distance
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         Hao Wang; Harvard University
         Mario Diaz; Centro de Investigación en Matemáticas A.C.
         José Cândido Silveira Santos Filho; Harvard University
         Flavio P. Calmon; Harvard University

MO4.R5.2: Strengthened Information-theoretic Bounds on the Generalization Error
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         Ibrahim Issa; École polytechnique fédérale de Lausanne (EPFL)
         Amedeo Roberto Esposito; École polytechnique fédérale de Lausanne (EPFL)
         Michael Gastpar; École polytechnique fédérale de Lausanne (EPFL)

MO4.R5.3: Tightening Mutual Information Based Bounds on Generalization Error
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         Yuheng Bu; University of Illinois at Urbana Champaign
         Shaofeng Zou; University at Buffalo, The State University of New York
         Venugopal V. Veeravalli; University of Illinois at Urbana Champaign

MO4.R5.4: Compressive Sensing with a Multiple Convex Sets Domain
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         Hang Zhang; Georgia Institute of Technology
         Afshin Abdi; Georgia Institute of Technology
         Faramarz Fekri; Georgia Institute of Technology