Convergence of Empirical Measures, Mean-Field Games and Deep Learning Algorithms

Ruimeng Hu
May 23, 2022

Policy Gradient is Essentially Policy Evaluation

Xunyu Zhou
May 23, 2022

From stochastic control to continuous-time reinforcement learning

Yufei Zhang
May 23, 2022

Sampling with kernelized Wasserstein gradient flows

Anna Korba
May 20, 2022

Nonparametric Multiple-Output Center-Outward Quantile Regression

Eustasio del Barrio
May 20, 2022

Uniform consistency of estimated optimal transport plans

Johan Segers
May 19, 2022

Trajectory Inference via Mean-Field Langevin in Path Space

Lenaic Chizat
May 19, 2022

Differentiable Matchings, Mappings and JKO Steps

Marco Cuturi
May 18, 2022

Effect of Dependence on the Convergence of Empirical Wasserstein Distance

Nabarun Deb
May 18, 2022