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Amir R. Asadi

Generalization Error of the Tilted Empirical Risk

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Sep 28, 2024
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Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints

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Jan 09, 2023
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An Entropy-Based Model for Hierarchical Learning

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Dec 30, 2022
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Maximum Multiscale Entropy and Neural Network Regularization

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Jun 25, 2020
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Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Nets

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Jun 26, 2019
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Chaining Mutual Information and Tightening Generalization Bounds

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Jun 11, 2018
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