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empirical risk surface

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data-dependent estimate (1) variational characterization (1) stochastic gradient langevin dynamics (1) generalization bound (1) mutual information (1) information theory (1)

Papers

Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates NeurIPS 2019