conftrace_

sequential monte carlo

90 papers

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Also known as

SMC

Co-occurring keywords

bayesian inference (1907) variational inference (2069) markov chain monte carlo (725) particle filter (86) particle filtering (28) state-space model (153) importance sampling (318) probabilistic programming (87) probabilistic inference (312) state space model (390)

Papers

PAC-Bayesian AUC classification and scoring NIPS 2014
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent NIPS 2013
Top-down particle filtering for Bayesian decision trees ICML 2013
Scalable Inference on Kingman’s Coalescent using Pair Similarity AISTATS 2012
Ancestor Sampling for Particle Gibbs NIPS 2012
Entangled Monte Carlo NIPS 2012
Sequential Monte Carlo Samplers for Dirichlet Process Mixtures AISTATS 2010
A Stochastic approximation method for inference in probabilistic graphical models NIPS 2009
Sensitivity analysis in HMMs with application to likelihood maximization NIPS 2009
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering NIPS 2008
Modeling the effects of memory on human online sentence processing with particle filters NIPS 2008
Bayesian Agglomerative Clustering with Coalescents NIPS 2007
The rat as particle filter NIPS 2007
Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods NIPS 2007
Conditional mean field NIPS 2006