poisson process

Variational Inference for Gaussian Process Modulated Poisson Processes ICML 2015 Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data NeurIPS 2014 A unifying representation for a class of dependent random measures AISTATS 2013 Dependent Normalized Random Measures ICML 2013 Fast MCMC Sampling for Markov Jump Processes and Extensions JMLR 2013 MCMC for continuous-time discrete-state systems NeurIPS 2012 Statistical Models for Exploring Individual Email Communication Behavior ACML 2012 Stick-Breaking Beta Processes and the Poisson Process AISTATS 2012 A Model for Temporal Dependencies in Event Streams NeurIPS 2011 Gaussian process modulated renewal processes NeurIPS 2011 Inference in continuous-time change-point models NeurIPS 2011 Construction of Dependent Dirichlet Processes based on Poisson Processes NeurIPS 2010 Implicit encoding of prior probabilities in optimal neural populations NeurIPS 2010 Throttling Poisson Processes NeurIPS 2010