conftrace_

importance sampling

318 papers

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IS

Co-occurring keywords

off-policy evaluation (144) variational inference (2069) variance reduction (523) reinforcement learning (4352) markov chain monte carlo (725) bayesian inference (1907) stochastic optimization (1060) off-policy learning (228) monte carlo method (126) policy optimization (657)

Papers

Fast determinantal point processes via distortion-free intermediate sampling COLT 2019
Tensor Monte Carlo: Particle Methods for the GPU era NIPS 2019
Nonconvex Variance Reduced Optimization with Arbitrary Sampling ICML 2019
Experimenting with Power Divergences for Language Modeling EMNLP 2019
Improving Quadrature for Constrained Integrands AISTATS 2019
Experimenting with Power Divergences for Language Modeling IJCNLP 2019
Policy Optimization via Importance Sampling NIPS 2018
Random Feature Stein Discrepancies NIPS 2018
A Faster Approximation Algorithm for the Gibbs Partition Function COLT 2018
Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation NIPS 2018
Importance Weighting and Variational Inference NIPS 2018
Exponentiated Strongly Rayleigh Distributions NIPS 2018
Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models EMNLP 2018
Training Deep Models Faster with Robust, Approximate Importance Sampling NIPS 2018
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation NIPS 2018
Local Density Estimation in High Dimensions ICML 2018
Importance Sampling for Minibatches JMLR 2018
Stochastic Variance-Reduced Policy Gradient ICML 2018
Simple, Distributed, and Accelerated Probabilistic Programming NIPS 2018
Hamiltonian Variational Auto-Encoder NIPS 2018
Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling IJCAI 2018
More Robust Doubly Robust Off-policy Evaluation ICML 2018
Variational Inference with Tail-adaptive f-Divergence NIPS 2018
Contextual Bandits with Stochastic Experts AISTATS 2018
Online Variance Reduction for Stochastic Optimization COLT 2018