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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

Variational Inference for Sparse Gaussian Process Modulated Hawkes Process AAAI 2020
Scalable Nonparametric Factorization for High-Order Interaction Events AISTATS 2020
Efficient Inference for Nonparametric Hawkes Processes Using Auxiliary Latent Variables JMLR 2020
CHIP: A Hawkes Process Model for Continuous-time Networks with Scalable and Consistent Estimation NIPS 2020
Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks AAAI 2020
Temporal Logic Point Processes ICML 2020
Efficient Non-parametric Bayesian Hawkes Processes IJCAI 2019
Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks AAAI 2019
Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes NIPS 2019
Mutually Regressive Point Processes NIPS 2019
Learning Hawkes Processes from a handful of events NIPS 2019
Neural Jump Stochastic Differential Equations NIPS 2019
Meta Learning with Relational Information for Short Sequences NIPS 2019
Social Reinforcement Learning to Combat Fake News Spread UAI 2019
A Personalized Sentiment Model with Textual and Contextual Information CONLL 2019
Predicting Smoking Events with a Time-Varying Semi-Parametric Hawkes Process Model MLHC 2018
Nested CRP with Hawkes-Gaussian Processes AISTATS 2018
Benefits from Superposed Hawkes Processes AISTATS 2018
Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning IJCAI 2018
tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models JMLR 2018
Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain EMNLP 2018
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data NIPS 2018
Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management IJCAI 2018
Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018
Online Learning for Multivariate Hawkes Processes NIPS 2017