Finite-Particle Rates for Regularized Stein Variational Gradient Descent

Ye He, Krishnakumar Balasubramanian, Sayan Banerjee +1

We derive finite-particle rates for the regularized Stein variational gradient descent (R-SVGD) algorithm introduced by He et al. (2024) that corrects the constant-order bias of th…