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markov process

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stochastic process (4) markov chain (3) bayesian nonparametrics (3) relational data (2) transition kernel (2) gaussian process (2) markov chain monte carlo (2) bayesian inference (2) variational inference (2) dimensionality reduction (2)

Papers

Markov Modulated Gaussian Cox Processes for Semi-Stationary Intensity Modeling of Events Data ICML 2018 Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting NeurIPS 2017 A Complete Recipe for Stochastic Gradient MCMC NeurIPS 2015 A Procrustean Markov Process for Non-Rigid Structure Recovery CVPR 2014 A Dynamic Relational Infinite Feature Model for Longitudinal Social Networks AISTATS 2011 Mean Field Variational Approximation for Continuous-Time Bayesian Networks JMLR 2010 The Infinite Markov Model NeurIPS 2007