conftrace_

continuous-time markov chain

7 papers

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Also known as

CTMC

Co-occurring keywords

stochastic process (388) maximum likelihood estimation (233) markov chain monte carlo (725) bayesian inference (1907) admm algorithm (16) latent state inference (7) particle monte carlo (1) nucleic acid folding (1) combinatorial state space (1) markov jump process (10)

Papers

Fast Computation of Branching Process Transition Probabilities via ADMM AISTATS 2023
Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains NIPS 2022
Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification NIPS 2021
Fast and Accurate Ranking Regression AISTATS 2020
Efficient Continuous-Time Markov Chain Estimation ICML 2014
Fast MCMC Sampling for Markov Jump Processes and Extensions JMLR 2013
Maximum likelihood trajectories for continuous-time Markov chains NIPS 2009