conftrace_

temporal point process

77 papers

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Also known as

TPP

Co-occurring keywords

hawkes process (90) event sequence (55) recurrent neural network (1790) event prediction (57) stochastic process (388) point process (109) variational inference (2069) marked temporal point process (7) intensity function (19) attention mechanism (4001)

Papers

Learning to Select Exogenous Events for Marked Temporal Point Process NIPS 2021
Cardinality-Regularized Hawkes-Granger Model NIPS 2021
VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media NIPS 2021
A Multi-Channel Neural Graphical Event Model with Negative Evidence AAAI 2020
Self-Attentive Hawkes Process ICML 2020
Fast and Flexible Temporal Point Processes with Triangular Maps NIPS 2020
Semi-parametric Learning of Structured Temporal Point Processes JMLR 2020
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter ACL 2020
Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks IJCAI 2019
Fully Neural Network based Model for General Temporal Point Processes NIPS 2019
Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks AAAI 2019
Neural Jump Stochastic Differential Equations NIPS 2019
Efficient Non-parametric Bayesian Hawkes Processes IJCAI 2019
Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning IJCAI 2018
INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process IJCAI 2018
Learning Temporal Point Processes via Reinforcement Learning NIPS 2018
Benefits from Superposed Hawkes Processes AISTATS 2018
Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain EMNLP 2018
Deep Reinforcement Learning of Marked Temporal Point Processes NIPS 2018
Steering Social Activity: A Stochastic Optimal Control Point Of View JMLR 2018
Variational Policy for Guiding Point Processes ICML 2017
Online Learning for Multivariate Hawkes Processes NIPS 2017
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Evolution JMLR 2017
Learning Hawkes Processes from Short Doubly-Censored Event Sequences ICML 2017
Universal Models of Multivariate Temporal Point Processes AISTATS 2016