conftrace_

control variate

54 papers

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Co-occurring keywords

variance reduction (523) variational inference (2069) gradient estimation (150) federated learning (1333) gradient estimator (59) stochastic gradient descent (1091) stochastic optimization (1060) policy gradient (520) bayesian inference (1907) gradient variance (31)

Papers

REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NIPS 2017
Variance Reduction for Stochastic Gradient Optimization NIPS 2013
Variance Reduction in Monte-Carlo Tree Search NIPS 2011
Geometric Variance Reduction in Markov Chains: Application to Value Function and Gradient Estimation JMLR 2006