Efficient Continuous-Time Markov Chain Estimation

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Efficient Continuous-Time Markov Chain Estimation

12 September 2013

Monir Hajiaghayi

Bonnie Kirkpatrick

Liangliang Wang

Alexandre Bouchard-Côté

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Papers citing "Efficient Continuous-Time Markov Chain Estimation"

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Title
Foundation Inference Models for Markov Jump Processes David Berghaus K. Cvejoski Patrick Seifner C. Ojeda Ramses J. Sanchez 101 1 0 10 Jun 2024
Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling Yu-Ying Liu Alexander Moreno Maxwell A. Xu Shuang Li Jena McDaniel N. Brady A. Rozga Fuxin Li Le Song James M. Rehg 46 0 0 26 Oct 2021
Pseudo-marginal Inference for CTMCs on Infinite Spaces via Monotonic Likelihood Approximations Miguel Biron-Lattes Alexandre Bouchard-Côté Trevor Campbell 130 2 0 28 May 2021
Random Tessellation Forests Shufei Ge Shijia Wang Yee Whye Teh Liangliang Wang L. Elliott 78 17 0 13 Jun 2019
Unbiased Bayesian Inference for Population Markov Jump Processes via Random Truncations Anastasis Georgoulas J. Hillston G. Sanguinetti 75 39 0 28 Sep 2015
Efficient Transition Probability Computation for Continuous-Time Branching Processes via Compressed Sensing Jason Xu V. Minin 132 7 0 09 Mar 2015
JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes Jonathan H. Huggins Karthik Narasimhan A. Saeedi Vikash K. Mansinghka 110 14 0 01 Mar 2015
Bayesian inference for Markov jump processes with informative observations Andrew Golightly D. Wilkinson 96 39 0 15 Sep 2014