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20222026
most citedPolyak-Łojasiewicz inequality on the space of measures and convergence of mean-field birth-death processes

6 citations · 6 across the 3 of their papers we have counts for

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math.OC2026

On propagation of chaos for the Fisher-Rao gradient flow in entropic mean-field optimization

Petra Lazić, Linshan Liu, Mateusz B. Majka

We consider a class of optimization problems on the space of probability measures motivated by the mean-field approach to studying neural networks. Such problems can be solved by c…