2024 "large deviations theory" Papers

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Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget

Florian Dorner, Moritz Hardt

ICML 2024poster

What is the Long-Run Distribution of Stochastic Gradient Descent? A Large Deviations Analysis

Waïss Azizian, Franck Iutzeler, Jérôme Malick et al.

ICML 2024poster