conftrace_

multivariate point process

9 papers

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Co-occurring keywords

graphical event model (5) recurrent neural network (1790) generative model (2892) deep learning (2118) time-change theorem (1) neural hawkes process (5) event prediction (57) hawkes process (90) continuous time bayesian network (6) state variable transition (1)

Papers

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