Evaluating the Variance of Likelihood-Ratio Gradient Estimators

Seiya Tokui, Issei Sato

Abstract: The likelihood-ratio method is often used to estimate gradients of stochastic computations, for which baselines are required to reduce the estimation variance. Many types of baselines have been pro...