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Nonparametric Bayesian estimation of multivariate Hawkes processes
v1v2 (latest)

Nonparametric Bayesian estimation of multivariate Hawkes processes

16 February 2018
S. Donnet
Vincent Rivoirard
Judith Rousseau
ArXiv (abs)PDFHTML

Papers citing "Nonparametric Bayesian estimation of multivariate Hawkes processes"

9 / 9 papers shown
Title
Nonparametric estimation of Hawkes processes with RKHSs
Nonparametric estimation of Hawkes processes with RKHSs
Anna Bonnet
Maxime Sangnier
99
0
0
01 Nov 2024
ERM-Lasso classification algorithm for Multivariate Hawkes Processes
  paths
ERM-Lasso classification algorithm for Multivariate Hawkes Processes paths
Charlotte Dion‐Blanc
Christophe Denis
Laure Sansonnet
Romain E Lacoste
69
1
0
16 Jul 2024
Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes
Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes
Xenia Miscouridou
Samir Bhatt
G. Mohler
Seth Flaxman
Swapnil Mishra
45
4
0
21 Oct 2022
FaDIn: Fast Discretized Inference for Hawkes Processes with General
  Parametric Kernels
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels
Guillaume Staerman
Cédric Allain
Alexandre Gramfort
Thomas Moreau
102
5
0
10 Oct 2022
A flexible, random histogram kernel for discrete-time Hawkes processes
A flexible, random histogram kernel for discrete-time Hawkes processes
Raiha Browning
Judith Rousseau
Kerrie Mengersen
37
2
0
04 Aug 2022
Approximation of bayesian Hawkes process models with Inlabru
Approximation of bayesian Hawkes process models with Inlabru
Francesco Serafini
Finn Lindgren
M. Naylor
33
10
0
27 Jun 2022
Efficient EM-Variational Inference for Hawkes Process
Efficient EM-Variational Inference for Hawkes Process
Feng Zhou
Zhidong Li
Xuhui Fan
Yang Wang
Arcot Sowmya
Fang Chen
38
8
0
29 May 2019
Variational Inference for Sparse Gaussian Process Modulated Hawkes
  Process
Variational Inference for Sparse Gaussian Process Modulated Hawkes Process
Rui Zhang
Christian J. Walder
Marian-Andrei Rizoiu
135
5
0
25 May 2019
Efficient Non-parametric Bayesian Hawkes Processes
Efficient Non-parametric Bayesian Hawkes Processes
Rui Zhang
Christian J. Walder
Marian-Andrei Rizoiu
Lexing Xie
77
38
0
08 Oct 2018
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