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Xi'an Jiaotong University
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Loss-Entropy
Loss-Entropy PublicRethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds
Jupyter Notebook 2
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KRE
KRE PublicUnderstanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi’s Entropy Perspective
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IDM
IDM PublicHow Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysis
Python
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Pairwise
Pairwise PublicTowards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective
Python
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