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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

Multiclass classification for Hawkes processes UAI 2022
Anytime Information Cascade Popularity Prediction via Self-Exciting Processes ICML 2022
Efficient Inference for Dynamic Flexible Interactions of Neural Populations JMLR 2022
Causal Discovery in Hawkes Processes by Minimum Description Length AAAI 2022
Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs EMNLP 2022
Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract) AAAI 2022
The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time Networks ICML 2022
Predicting Long-Term Citations from Short-Term Linguistic Influence EMNLP 2022
Interval-censored Hawkes processes JMLR 2022
HYPHEN: Hyperbolic Hawkes Attention For Text Streams ACL 2022
Cardinality-Regularized Hawkes-Granger Model NIPS 2021
UNIPoint: Universally Approximating Point Processes Intensities AAAI 2021
Relaxed Clustered Hawkes Process for Student Procrastination Modeling in MOOCs AAAI 2021
The diffusion of scientific terms – tracing individuals’ influence in the history of science for English EMNLP 2021
Temporal Heterogeneous Information Network Embedding IJCAI 2021
Continuous-time edge modelling using non-parametric point processes NIPS 2021
Uncertainty Quantification for Inferring Hawkes Networks NIPS 2020
Sparse and low-rank multivariate Hawkes processes JMLR 2020
Hawkesian Graphical Event Models PGM 2020
Causal screening in dynamical systems UAI 2020
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks UAI 2020
Self-Attentive Hawkes Process ICML 2020
Transformer Hawkes Process ICML 2020
Motif-Preserving Temporal Network Embedding IJCAI 2020
Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020