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02/15/2022
Information-Theoretic Analysis of Minimax Excess Risk
Two main concepts studied in machine learning theory are generalization ...
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05/10/2021
Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning
Minimum Excess Risk (MER) in Bayesian learning is defined as the differe...
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09/20/2019
Do Compressed Representations Generalize Better?
One of the most studied problems in machine learning is finding reasonab...
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04/07/2019