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multivariate point process

9 papers

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Co-occurring keywords · papers mentioning both

graphical event model (2) recurrent neural network (2) generative model (2) granger causality (2) deep learning (2) time-change theorem (1) neural hawkes process (1) event prediction (1) hawkes process (1) state variable transition (1)

Papers

Learning multivariate temporal point processes via the time-change theorem AISTATS 2024 Causal Inference for Event Pairs in Multivariate Point Processes NeurIPS 2021 Point Processes for Competing Observations with Recurrent Networks (POPCORN): A Generative Model of EHR Data MLHC 2021 Hawkesian Graphical Event Models PGM 2020 Noise-Contrastive Estimation for Multivariate Point Processes NeurIPS 2020 State Variable Effects in Graphical Event Models IJCAI 2020 Fast Estimation of Causal Interactions using Wold Processes NeurIPS 2018 Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs ICML 2017 The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NeurIPS 2017