hawkes process

UNIPoint: Universally Approximating Point Processes Intensities AAAI 2021 Causal screening in dynamical systems UAI 2020 CHIP: A Hawkes Process Model for Continuous-time Networks with Scalable and Consistent Estimation NeurIPS 2020 Efficient Inference for Nonparametric Hawkes Processes Using Auxiliary Latent Variables JMLR 2020 Hawkesian Graphical Event Models PGM 2020 Motif-Preserving Temporal Network Embedding IJCAI 2020 Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020 Scalable Nonparametric Factorization for High-Order Interaction Events AISTATS 2020 Self-Attentive Hawkes Process ICML 2020 Sparse and low-rank multivariate Hawkes processes JMLR 2020 Temporal Logic Point Processes ICML 2020 The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks UAI 2020 Transformer Hawkes Process ICML 2020 Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks AAAI 2020 Uncertainty Quantification for Inferring Hawkes Networks NeurIPS 2020 Variational Inference for Sparse Gaussian Process Modulated Hawkes Process AAAI 2020 A Personalized Sentiment Model with Textual and Contextual Information CoNLL 2019 Efficient Non-parametric Bayesian Hawkes Processes IJCAI 2019 Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks AAAI 2019 Learning Hawkes Processes from a handful of events NeurIPS 2019 Meta Learning with Relational Information for Short Sequences NeurIPS 2019 Mutually Regressive Point Processes NeurIPS 2019 Neural Jump Stochastic Differential Equations NeurIPS 2019 Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes NeurIPS 2019 Social Reinforcement Learning to Combat Fake News Spread UAI 2019