conftrace_

variational characterization

2 papers

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Co-occurring keywords · papers mentioning both

data-dependent estimate (1) empirical risk surface (1) kernel methods (1) density ratio (1) stochastic gradient langevin dynamics (1) generalization bound (1) divergence estimation (1) f-divergence (1) nonparametric estimation (1) density ratio estimation (1)

Papers

Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates NeurIPS 2019 Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization NeurIPS 2007