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Generalization Bounds for Stochastic Gradient Langevin Dynamics: A Unified View via Information Leakage Analysis.
Bingzhe Wu
Zhicong Liang
Yatao Bian
Chaochao Chen
Junzhou Huang
Yuan Yao
Published in:
CoRR (2021)
Keyphrases
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stochastic gradient
generalization bounds
generalization ability
data sets
learning theory
data dependent
learning algorithm