New York University, Flatiron Institute; RIKEN AIP, Kyushu Institute of Technology; University of Tokyo, RIKEN AIP
Taiji Suzuki, Denny Wu, Atsushi Nitanda
mean-field regime;interacting particle system;propagation of chaos;Neural network optimization;MMD minimization
Convergence of mean-field Langevin dynamics: time-space discretization, stochastic gradient, and variance reduction