Low-variance Black-box Gradient Estimates for the Plackett-Luce Distribution

Artyom Gadetsky, Kirill Struminsky, Christopher Robinson +2

Learning models with discrete latent variables using stochastic gradient descent remains a challenge due to the high variance of gradient estimates. Modern variance reduction techn…