Stochastic moments dynamics: a flexible finite-dimensional random perturbation of Wasserstein gradient descent

Pierre Germain, Pierre Monmarché

For optimizing a non-convex function in finite dimension, a method is to add Brownian noise to a gradient descent, allowing for transitions between basins of attractions of differe…