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

Inverse Path Tracing for Joint Material and Lighting Estimation CVPR 2019
Not All FPRASs are Equal: Demystifying FPRASs for DNF-Counting (Extended Abstract) IJCAI 2019
Variable beam search for generative neural parsing and its relevance for the analysis of neuro-imaging signal IJCNLP 2019
Quadrature-based features for kernel approximation NIPS 2018
Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation NIPS 2018
Asymptotic optimality of adaptive importance sampling NIPS 2018
A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference JMLR 2018
Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses NAACL 2018
Variational Particle Approximations JMLR 2017
Dynamic Importance Sampling for Anytime Bounds of the Partition Function NIPS 2017
Black-box Importance Sampling AISTATS 2017
Evaluating Trajectory Collision Probability through Adaptive Importance Sampling for Safe Motion Planning RSS 2017
On Perturbed Proximal Gradient Algorithms JMLR 2017
Zonotope Hit-and-run for Efficient Sampling from Projection DPPs ICML 2017
Scalable Discrete Sampling as a Multi-Armed Bandit Problem ICML 2016
Variational Bayes on Monte Carlo Steroids NIPS 2016
Latent Topic Embedding COLING 2016
Scaling-up Empirical Risk Minimization: Optimization of Incomplete $U$-statistics JMLR 2016
Variance Reduction in Stochastic Gradient Langevin Dynamics NIPS 2016
Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation NIPS 2016
CMA-ES with Optimal Covariance Update and Storage Complexity NIPS 2016
Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference NIPS 2015
Adaptive Monte Carlo via Bandit Allocation ICML 2014
A new Q(lambda) with interim forward view and Monte Carlo equivalence ICML 2014
Accelerating ABC methods using Gaussian processes AISTATS 2014