Stochastic Zeroth-order Discretizations of Langevin Diffusions for Bayesian Inference

Abhishek Roy, Lingqing Shen, Krishnakumar Balasubramanian +1

Discretizations of Langevin diffusions provide a powerful method for sampling and Bayesian inference. However, such discretizations require evaluation of the gradient of the potent…