Entropic Matching for Expectation Propagation of Markov Jump Processes

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Entropic Matching for Expectation Propagation of Markov Jump Processes

27 September 2023

Heinz Koeppl

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Papers citing "Entropic Matching for Expectation Propagation of Markov Jump Processes"

14 / 14 papers shown

Title
Approximate Control for Continuous-Time POMDPs Yannick Eich Bastian Alt Heinz Koeppl 50 1 0 02 Feb 2024
Neural Markov Jump Processes Patrick Seifner Ramses J. Sanchez BDL 60 8 0 31 May 2023
Discrete Langevin Sampler via Wasserstein Gradient Flow Haoran Sun H. Dai Bo Dai Haomin Zhou Dale Schuurmans BDL 71 24 0 29 Jun 2022
Accelerating inference for stochastic kinetic models Tom Lowe Andrew Golightly Chris Sherlock 55 5 0 06 Jun 2022
Moment-Based Variational Inference for Markov Jump Processes C. Wildner Heinz Koeppl 56 10 0 14 May 2019
Continuous-discrete smoothing of diffusions Marcin Mider Moritz Schauer Frank van der Meulen 26 30 0 11 Dec 2017
Composing graphical models with neural networks for structured representations and fast inference Matthew J. Johnson David Duvenaud Alexander B. Wiltschko S. R. Datta Ryan P. Adams BDL OCL 92 485 0 20 Mar 2016
Expectation propagation for continuous time stochastic processes Botond Cseke David Schnoerr Manfred Opper G. Sanguinetti 49 19 0 18 Dec 2015
On Sparse variational methods and the Kullback-Leibler divergence between stochastic processes A. G. Matthews J. Hensman Richard Turner Zoubin Ghahramani 84 192 0 27 Apr 2015
Expectation propagation as a way of life: A framework for Bayesian inference on partitioned data Aki Vehtari Andrew Gelman Tuomas Sivula Pasi Jylänki Dustin Tran Swupnil Sahai Paul Blomstedt John P. Cunningham D. Schiminovich Christian P. Robert 70 24 0 16 Dec 2014
Bayesian inference for Markov jump processes with informative observations Andrew Golightly D. Wilkinson 70 39 0 15 Sep 2014
Delayed acceptance particle MCMC for exact inference in stochastic kinetic models Andrew Golightly D. Henderson Chris Sherlock 75 81 0 17 Jan 2014
Fast MCMC sampling for Markov jump processes and extensions Vinayak A. Rao Yee Whye Teh 85 117 0 23 Aug 2012
Mean Field Variational Approximation for Continuous-Time Bayesian Networks Ido Cohn T. El-Hay N. Friedman R. Kupferman 99 72 0 09 May 2012

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