Aashwin Mishra

Generalizing Stochastic Smoothing for Differentiation and Gradient Estimation

We address the problem of gradient estimation for stochastic differentiable relaxations of algorithms, operators, simulators, and other non-differentiable functions. Stochastic smoothing conventionally perturbs the input of a non-differentiable function with a differentiable density distribution wit…