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Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates.
Jeffrey Negrea
Mahdi Haghifam
Gintare Karolina Dziugaite
Ashish Khisti
Daniel M. Roy
Published in:
CoRR (2019)
Keyphrases
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information theoretic
data dependent
generalization bounds
mutual information
information theory
uniform convergence
empirical risk minimization
risk bounds
similarity measure
hash functions
computer vision
high dimensional
maximum likelihood
model selection
partial differential equations
energy functional