conftrace_

importance sampling

318 papers

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Also known as

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

Weighted importance sampling for off-policy learning with linear function approximation NIPS 2014
Learning Stochastic Feedforward Neural Networks NIPS 2013
A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013
Efficient Large-Scale Structured Learning CVPR 2013
Dynamic Scaled Sampling for Deterministic Constraints AISTATS 2013
Inverse Density as an Inverse Problem: the Fredholm Equation Approach NIPS 2013
Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs NIPS 2013
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction NIPS 2012
A Model for Temporal Dependencies in Event Streams NIPS 2011
Cross-Entropy Randomized Motion Planning RSS 2011
Sequential Monte Carlo Samplers for Dirichlet Process Mixtures AISTATS 2010
Importance Sampling for Continuous Time Bayesian Networks JMLR 2010
On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient NIPS 2010
A Stochastic approximation method for inference in probabilistic graphical models NIPS 2009
Neural Implementation of Hierarchical Bayesian Inference by Importance Sampling NIPS 2009
Inferring Network Structure from Co-Occurrences NIPS 2006
Analysis of Contour Motions NIPS 2006