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poisson process

35 papers

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Co-occurring keywords

bayesian inference (1907) variational inference (2069) markov chain monte carlo (725) bayesian nonparametrics (270) gaussian process (1200) cox process (11) point process (109) poisson processes (3) gibbs sampling (201) latent variable model (564)

Papers

Fast MCMC Sampling for Markov Jump Processes and Extensions JMLR 2013
Dependent Normalized Random Measures ICML 2013
A unifying representation for a class of dependent random measures AISTATS 2013
MCMC for continuous-time discrete-state systems NIPS 2012
Stick-Breaking Beta Processes and the Poisson Process AISTATS 2012
Statistical Models for Exploring Individual Email Communication Behavior ACML 2012
A Model for Temporal Dependencies in Event Streams NIPS 2011
Inference in continuous-time change-point models NIPS 2011
Construction of Dependent Dirichlet Processes based on Poisson Processes NIPS 2010
Throttling Poisson Processes NIPS 2010