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Information-Theoretic Understanding of Population Risk Improvement with Model Compression.
Yuheng Bu
Weihao Gao
Shaofeng Zou
Venugopal V. Veeravalli
Published in:
AAAI (2020)
Keyphrases
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information theoretic
theoretic framework
probabilistic model
mutual information
information theory
log likelihood
jensen shannon divergence
prior knowledge
machine learning
similarity measure
objective function
multi modality
relative entropy