Loss Functions and Operators Generated by f-Divergences

Vincent Roulet; Tianlin Liu; Nino Vieillard; Michael Eli Sander; Mathieu Blondel

2025 ICML ICML 2025

Loss Functions and Operators Generated by f-Divergences

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

Authors

Vincent Roulet, Tianlin Liu, Nino Vieillard, Michael Eli Sander, Mathieu Blondel

Topics

Machine Learning > Optimization & Theory > Optimization Natural Language Processing > Generation > Language Modeling Artificial Intelligence > Core AI > Large Language Models

Keywords

f-divergence cross-entropy loss bisection algorithm softargmax tsallis negentropy α-divergence

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