Thinned Mean Field Langevin Dynamics

Zonghao Chen, Heishiro Kanagawa, François-Xavier Briol +2

Several important learning tasks can be formulated as minimizing an entropy-regularized objective over an appropriate space of probability distributions. Mean-field Langevin dynami…