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markov jump process

11 papers

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MJP

Co-occurring keywords · papers mentioning both

variational inference (6) probabilistic modeling (3) neural network (2) stochastic process (2) posterior inference (2) markov chain monte carlo (2) latent variable inference (1) moment-based inference (1) approximate smoothing (1) switching dynamical system (1)

Papers

Entropic Matching for Expectation Propagation of Markov Jump Processes AISTATS 2025 Foundation Inference Models for Markov Jump Processes NeurIPS 2024 Neural Markov Jump Processes ICML 2023 Variational Inference for Continuous-Time Switching Dynamical Systems NeurIPS 2021 Moment-Based Variational Inference for Markov Jump Processes ICML 2019 Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling NeurIPS 2018 Collapsed variational Bayes for Markov jump processes NeurIPS 2017 Markov-modulated Marked Poisson Processes for Check-in Data ICML 2016 JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes ICML 2015 Fast MCMC Sampling for Markov Jump Processes and Extensions JMLR 2013 Variational inference for Markov jump processes NeurIPS 2007