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

Importance Sampling for Fair Policy Selection IJCAI 2018
Yes, but Did It Work?: Evaluating Variational Inference ICML 2018
Variance Regularized Counterfactual Risk Minimization via Variational Divergence Minimization ICML 2018
Approximate Knowledge Compilation by Online Collapsed Importance Sampling NIPS 2018
Sampling Informative Training Data for RNN Language Models ACL 2018
Weighted SGD for $\ell_p$ Regression with Randomized Preconditioning JMLR 2018
Principled Selection of Hyperparameters in the Latent Dirichlet Allocation Model JMLR 2018
Not All Samples Are Created Equal: Deep Learning with Importance Sampling ICML 2018
Markov Chain Truncation for Doubly-Intractable Inference AISTATS 2017
Perturbative Black Box Variational Inference NIPS 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning ICML 2017
Complementary Sum Sampling for Likelihood Approximation in Large Scale Classification AISTATS 2017
Dynamic Importance Sampling for Anytime Bounds of the Partition Function NIPS 2017
Lipschitz Density-Ratios, Structured Data, and Data-driven Tuning AISTATS 2017
Evaluating Trajectory Collision Probability through Adaptive Importance Sampling for Safe Motion Planning RSS 2017
Importance sampling for unbiased on-demand evaluation of knowledge base population EMNLP 2017
Safe Adaptive Importance Sampling NIPS 2017
Off-policy evaluation for slate recommendation NIPS 2017
Identifying Best Interventions through Online Importance Sampling ICML 2017
VAE Learning via Stein Variational Gradient Descent NIPS 2017
Black-box Importance Sampling AISTATS 2017
Faster Coordinate Descent via Adaptive Importance Sampling AISTATS 2017
On the Sampling Problem for Kernel Quadrature ICML 2017
Post-Inference Prior Swapping ICML 2017
Variational Inference for Monte Carlo Objectives ICML 2016