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hawkes process

90 papers

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Also known as

HP

Co-occurring keywords

point process (109) temporal point process (77) variational inference (2069) event sequence (55) stochastic process (388) bayesian inference (1907) temporal modeling (468) intensity function (19) social network (227) gibbs sampling (201)

Papers

Uncovering Causality from Multivariate Hawkes Integrated Cumulants ICML 2017
Fake News Mitigation via Point Process Based Intervention ICML 2017
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS 2017
Learning Hawkes Processes from Short Doubly-Censored Event Sequences ICML 2017
Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays ACML 2016
Learning Granger Causality for Hawkes Processes ICML 2016
Multistage Campaigning in Social Networks NIPS 2016
Hawkes Processes with Stochastic Excitations ICML 2016
Isotonic Hawkes Processes ICML 2016
HawkesTopic: A Joint Model for Network Inference and Topic Modeling from Text-Based Cascades ICML 2015
The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation AISTATS 2015
Shaping Social Activity by Incentivizing Users NIPS 2014
Learning Triggering Kernels for Multi-dimensional Hawkes Processes ICML 2013
Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013
Modelling Reciprocating Relationships with Hawkes Processes NIPS 2012