conftrace_

monte carlo estimation

35 papers

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Also known as

MCE

Co-occurring keywords

variance reduction (523) variational inference (2069) reinforcement learning (4352) monte carlo estimator (15) importance sampling (318) monte carlo method (126) large language model (13587) gradient estimation (150) natural gradient (75) mean squared error (69)

Papers

Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference AISTATS 2019
On Nesting Monte Carlo Estimators ICML 2018
Improving Gibbs Sampler Scan Quality with DoGS ICML 2017
On Measure Concentration of Random Maximum A-Posteriori Perturbations ICML 2014
Adaptive Monte Carlo via Bandit Allocation ICML 2014
Monte Carlo Pose Estimation with Quaternion Kernels and the Bingham Distribution RSS 2011
Improving Policy Gradient Estimates with Influence Information ACML 2011
Bootstrapping Apprenticeship Learning NIPS 2010
Bayesian Policy Gradient Algorithms NIPS 2006
On the Convergence of Optimistic Policy Iteration JMLR 2002