Graphical Modeling for Multivariate Hawkes Processes with Nonparametric Link Functions

22 May 2016

Papers citing "Graphical Modeling for Multivariate Hawkes Processes with Nonparametric Link Functions"

17 / 17 papers shown

Title
Cardinality-Regularized Hawkes-Granger Model T. Idé Georgios Kollias Dzung Phan Naoki Abe 67 11 0 28 Jan 2025
Nonparametric estimation of Hawkes processes with RKHSs Anna Bonnet Maxime Sangnier 29 0 0 01 Nov 2024
Hawkes Processes with Delayed Granger Causality Chao Yang Hengyuan Miao Shuang Li 18 0 0 11 Aug 2023
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels Guillaume Staerman Cédric Allain Alexandre Gramfort Thomas Moreau 21 5 0 10 Oct 2022
Causal Discovery in Hawkes Processes by Minimum Description Length Amirkasra Jalaldoust Katerina Hlaváčková-Schindler Claudia Plant CML AI4TS 16 6 0 10 Jun 2022
Causal Discovery in High-Dimensional Point Process Networks with Hidden Nodes Xu Wang Ali Shojaie CML 3DPC 36 2 0 22 Sep 2021
Estimating the interaction graph of stochastic neuronal dynamics by observing only pairs of neurons E. Santis A. Galves G. Nappo M. Piccioni 15 5 0 14 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 40 9 0 05 Jun 2021
Granger Causality: A Review and Recent Advances Ali Shojaie E. Fox CML AI4TS 32 258 0 05 May 2021
Visual Causality Analysis of Event Sequence Data Zhuochen Jin Shunan Guo Nan Chen Daniel Weiskopf David Gotz Nan Cao CML 16 44 0 01 Sep 2020
Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering Weichang Wu Junchi Yan Xiaokang Yang H. Zha 11 3 0 29 May 2019
Fast Estimation of Causal Interactions using Wold Processes Flavio Figueiredo Guilherme R. Borges Pedro O. S. Vaz de Melo Renato M. Assunção 29 9 0 12 Jul 2018
Nonparametric Hawkes Processes: Online Estimation and Generalization Bounds Yingxiang Yang Jalal Etesami Niao He Negar Kiyavash 19 5 0 25 Jan 2018
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering Hongteng Xu H. Zha 25 71 0 31 Jan 2017
Discretization of Self-Exciting Peaks Over Threshold Models Daisuke Kurisu 19 3 0 19 Dec 2016
Uncovering Causality from Multivariate Hawkes Integrated Cumulants M. Achab Emmanuel Bacry Stéphane Gaïffas I. Mastromatteo Jean-François Muzy 38 90 0 21 Jul 2016
Adaptive estimation for Hawkes processes; application to genome analysis Patricia Reynaud-Bouret Sophie Schbath 132 227 0 17 Mar 2009