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Rim Hajal

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#machine learning Preprint Oct 2026

Low-Budget Active Learning through Entropic Optimal Transport

This paper uses entropic optimal transport, specifically the Sinkhorn divergence, as the coreset selection criterion, which first allows us to get dimension-free sample complexity results, and second admits computationally efficient gradient evaluations.

Rim Hajal, Mathieu Besançon, Jérôme Malick · 0 citations