Double Control Variates for Gradient Estimation in Discrete Latent Variable Models

9 November 2021

Papers citing "Double Control Variates for Gradient Estimation in Discrete Latent Variable Models"

6 / 6 papers shown

Title
Adaptive Instrument Design for Indirect Experiments Yash Chandak Shiv Shankar Vasilis Syrgkanis Emma Brunskill 40 4 0 05 Dec 2023
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick Lennert De Smet Emanuele Sansone Pedro Zuidberg Dos Martires 22 11 0 21 Nov 2023
DBsurf: A Discrepancy Based Method for Discrete Stochastic Gradient Estimation Pau Mulet Arabí Alec Flowers Lukas Mauch Fabien Cardinaux BDL 29 0 0 07 Sep 2023
Gradient Estimation for Binary Latent Variables via Gradient Variance Clipping Russell Z. Kunes Mingzhang Yin Max Land Doron Haviv D. Pe’er Simon Tavaré BDL 24 2 0 12 Aug 2022
Gradient Estimation with Discrete Stein Operators Jiaxin Shi Yuhao Zhou Jessica Hwang Michalis K. Titsias Lester W. Mackey 33 22 0 19 Feb 2022
VarGrad: A Low-Variance Gradient Estimator for Variational Inference Lorenz Richter Ayman Boustati Nikolas Nusken Francisco J. R. Ruiz Ömer Deniz Akyildiz DRL 136 48 0 20 Oct 2020