conftrace_

monte carlo method

126 papers

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Also known as

MCM

Co-occurring keywords

bayesian inference (1907) importance sampling (318) monte carlo sampling (83) variational inference (2069) monte carlo (44) reinforcement learning (4352) stochastic optimization (1060) graphical model (864) variance reduction (523) markov chain monte carlo (725)

Papers

Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks NIPS 2014
Summary Statistics for Partitionings and Feature Allocations NIPS 2013
Embed and Project: Discrete Sampling with Universal Hashing NIPS 2013
Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees JMLR 2013
Dynamic Scaled Sampling for Deterministic Constraints AISTATS 2013
Annealing between distributions by averaging moments NIPS 2013
Recovering Line-Networks in Images by Junction-Point Processes CVPR 2013
EPMC: Every Visit Preference Monte Carlo for Reinforcement Learning ACML 2013
Bayesian Quadrature for Ratios AISTATS 2012
Efficient Monte Carlo Counterfactual Regret Minimization in Games with Many Player Actions NIPS 2012
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
Monte Carlo Value Iteration with Macro-Actions NIPS 2011
Model-Free Monte Carlo-like Policy Evaluation AISTATS 2010
Active Sequential Learning with Tactile Feedback AISTATS 2010
Copula Processes NIPS 2010
Learning in Markov Random Fields using Tempered Transitions NIPS 2009
Bayesian Nonparametric Models on Decomposable Graphs NIPS 2009
Neural Implementation of Hierarchical Bayesian Inference by Importance Sampling NIPS 2009
QUIC-SVD: Fast SVD Using Cosine Trees NIPS 2008
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NIPS 2008
Evaluating probabilities under high-dimensional latent variable models NIPS 2008
Ultrafast Monte Carlo for Statistical Summations NIPS 2007
Bayesian Agglomerative Clustering with Coalescents NIPS 2007
Feature Selection Methods for Improving Protein Structure Prediction with Rosetta NIPS 2007
Inferring Network Structure from Co-Occurrences NIPS 2006