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Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization

A difference-of-convex convex-concave procedure is lifted to Wasserstein space for non-convex measure optimization, yielding almost-stationary iterates and explicit decompositions for MMD and energy distance with faster convergence.

Clément Bonet, Pierre-Cyril Aubin-Frankowski, Youssef Mroueh

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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AI panel: 8 of 20 reviewers recommend it
lenient 2/5
medium 4/10
strict 2/5