Kalman-Langevin dynamics : exponential convergence, particle approximation and numerical approximation

Axel Ringh, Akash Sharma

Langevin dynamics has found a large number of applications in sampling, optimization and estimation. Preconditioning the gradient in the dynamics with the covariance - an idea that…