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Learning Hawkes Processes from Short Doubly-Censored Event Sequences

22 February 2017

Papers citing "Learning Hawkes Processes from Short Doubly-Censored Event Sequences"

21 / 21 papers shown

Title
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels Guillaume Staerman Cédric Allain Alexandre Gramfort Thomas Moreau 100 5 0 10 Oct 2022
Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes Vinayak Gupta Srikanta J. Bedathur Sourangshu Bhattacharya A. De AI4TS 87 13 0 23 Jun 2022
Summary Markov Models for Event Sequences D. Bhattacharjya Saurabh Sihag Oktie Hassanzadeh Liza Bialik AI4TS 41 9 0 06 May 2022
Interval-censored Hawkes processes Marian-Andrei Rizoiu Alexander Soen Shidi Li Pio Calderon Leanne Dong A. Menon Lexing Xie 47 10 0 16 Apr 2021
Hawkes Processes on Graphons Hongteng Xu Dixin Luo H. Zha 65 1 0 04 Feb 2021
Hawkes Processes Modeling, Inference and Control: An Overview Rafael Lima 33 11 0 26 Nov 2020
Event Outlier Detection in Continuous Time Siqi Liu Milos Hauskrecht AI4TS 134 8 0 19 Dec 2019
Learning Hawkes Processes from a Handful of Events Farnood Salehi W. Trouleau Matthias Grossglauser Patrick Thiran BDL CML 112 37 0 01 Nov 2019
Meta Learning with Relational Information for Short Sequences Yujia Xie Haoming Jiang Feng Liu T. Zhao H. Zha 86 14 0 04 Sep 2019
Adversarial Self-Paced Learning for Mixture Models of Hawkes Processes Dixin Luo Hongteng Xu Lawrence Carin 16 0 0 20 Jun 2019
Neural Jump Stochastic Differential Equations Junteng Jia Austin R. Benson BDL 81 229 0 24 May 2019
Estimating Network Structure from Incomplete Event Data Benjamin Mark Garvesh Raskutti Rebecca Willett 50 4 0 07 Nov 2018
PoPPy: A Point Process Toolbox Based on PyTorch Hongteng Xu 3DPC 52 11 0 23 Oct 2018
Predicting Smoking Events with a Time-Varying Semi-Parametric Hawkes Process Model Matthew M. Engelhard Hongteng Xu Lawrence Carin Jason A. Oliver Matt Hallyburton F. J. McClernon 37 7 0 05 Sep 2018
Steering Social Activity: A Stochastic Optimal Control Point Of View Ali Zarezade A. De U. Upadhyay Hamid R. Rabiee Manuel Gomez Rodriguez LLMSV 82 34 0 19 Feb 2018
Detecting Social Influence in Event Cascades by Comparing Discriminative Rankers Sandeep Soni S. L. Ramirez Jacob Eisenstein TDI 54 8 0 16 Feb 2018
Superposition-Assisted Stochastic Optimization for Hawkes Processes Hongteng Xu Xu Chen Lawrence Carin 114 3 0 13 Feb 2018
Benefits from Superposed Hawkes Processes Hongteng Xu Dixin Luo Xu Chen Lawrence Carin 54 20 0 14 Oct 2017
Learning Registered Point Processes from Idiosyncratic Observations Hongteng Xu Lawrence Carin H. Zha 31 8 0 03 Oct 2017
THAP: A Matlab Toolkit for Learning with Hawkes Processes Hongteng Xu H. Zha 36 13 0 28 Aug 2017
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering Hongteng Xu H. Zha 76 71 0 31 Jan 2017