Equivalence between $N$-particle log-Sobolev inequalities and non-linear Łojasiewicz inequalities for a class of mean field systems

Pierre Monmarché

The convergence rate of a free energy Wasserstein gradient flow is quantified by its so-called Polyak-Lojasiewicz (PL) constant $\lambda$, which relates the objective function to its dis…