Tam Le
@ntamle.bsky.social
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Assistant professor at Université Paris Cité - LPSM. Working on optimization and machine learning.
🎉🎉🎉Our paper "Inexact subgradient methods for semialgebraic functions" is accepted at Mathematical Programming !! This is a joint work with Jerome Bolte, Eric Moulines and Edouard Pauwels where we study a subgradient method with errors for nonconvex nonsmooth functions.
arxiv.org/pdf/2404.19517
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https://arxiv.org/pdf/2404.19517
4 months ago
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Our paper "Universal generalization guarantees for Wasserstein distributionally robust models" with Jérôme Malick is accepted at ICLR 2025!!!! I'm so happy about this one, we really improved the presentation since the first submission.
arxiv.org/abs/2402.11981
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Universal generalization guarantees for Wasserstein distributionally robust models
Distributionally robust optimization has emerged as an attractive way to train robust machine learning models, capturing data uncertainty and distribution shifts. Recent statistical analyses have prov...
https://arxiv.org/abs/2402.11981
8 months ago
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