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combinatorial optimization 1constrained optimization 1distributionally robust optimization 1frank-wolfe algorithm 1stochastic gradient 1wasserstein ambiguity 1

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20242026
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cs.LG2026

: a library for Wasserstein distributionally robust machine learning

Florian Vincent, Waïss Azizian, Franck Iutzeler +1

We present skwdro, a Python library for training robust machine learning models. The library is based on distributionally robust optimization using Wasserstein distances, popular i…