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

Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018
Variational Sequential Monte Carlo AISTATS 2018
The Binary Space Partitioning-Tree Process AISTATS 2018
Sequential Graph Matching with Sequential Monte Carlo AISTATS 2017
Computer Assisted Composition with Recurrent Neural Networks ACML 2017
Generalized Pólya Urn for Time-Varying Pitman-Yor Processes JMLR 2017
A Density-based Nonparametric Model for Online Event Discovery from the Social Media Data IJCAI 2017
On the Sampling Problem for Kernel Quadrature ICML 2017
Neurally-Guided Procedural Models: Amortized Inference for Procedural Graphics Programs using Neural Networks NIPS 2016
Interacting Particle Markov Chain Monte Carlo ICML 2016
Inference Networks for Sequential Monte Carlo in Graphical Models ICML 2016
Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches CVPR 2015
Particle Gibbs for Infinite Hidden Markov Models NIPS 2015
Neural Adaptive Sequential Monte Carlo NIPS 2015
Nested Sequential Monte Carlo Methods ICML 2015
Towards Maximum Likelihood: Learning Undirected Graphical Models using Persistent Sequential Monte Carlo ACML 2014
Sequential Monte Carlo for Graphical Models NIPS 2014
Non-Parametric Bayesian Constrained Local Models CVPR 2014
A Compilation Target for Probabilistic Programming Languages ICML 2014
Memory (and Time) Efficient Sequential Monte Carlo ICML 2014
Variational Gaussian Process State-Space Models NIPS 2014
Asynchronous Anytime Sequential Monte Carlo NIPS 2014
Particle Gibbs with Ancestor Sampling JMLR 2014
Filtering with Abstract Particles ICML 2014
Persistent Monitoring of Stochastic Spatio-temporal Phenomena with a Small Team of Robots RSS 2014