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Adaptive estimation for Hawkes processes; application to genome analysis

17 March 2009

Papers citing "Adaptive estimation for Hawkes processes; application to genome analysis"

32 / 32 papers shown

Title
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 Charlotte Dion‐Blanc Christophe Denis Laure Sansonnet Romain E Lacoste 69 1 0 16 Jul 2024
Information divergences and likelihood ratios of Poisson processes and point patterns Lasse Leskelä 72 2 0 30 Mar 2024
TEE4EHR: Transformer Event Encoder for Better Representation Learning in Electronic Health Records Hojjat Karami David Atienza Anisoara Ionescu AI4TS 57 2 0 09 Feb 2024
Cumulative Distribution Function based General Temporal Point Processes Maolin Wang Yu Pan Zenglin Xu Ruocheng Guo Xiangyu Zhao Wanyu Wang Yiqi Wang Zitao Liu Langming Liu AI4TS 78 0 0 01 Feb 2024
Short-term Temporal Dependency Detection under Heterogeneous Event Dynamic with Hawkes Processes Yu Chen Fengpei Li Anderson Schneider Yuriy Nevmyvaka Asohan Amarasingham Henry Lam 121 1 0 28 May 2023
A neural network based model for multi-dimensional nonlinear Hawkes processes Sobin Joseph Shashi Jain 93 2 0 06 Mar 2023
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
Survival Analysis of the Compressor Station Based on Hawkes Process with Weibull Base Intensity Lu-ning Zhang Jian Liu Xin Zuo 55 0 0 27 Dec 2021
An algorithm for the computation of joint Hawkes moments with exponential kernel Nicolas Privault 50 1 0 25 Oct 2021
Recursive computation of the Hawkes cumulants Nicolas Privault 39 8 0 14 Dec 2020
Spectral estimation of Hawkes processes from count data Felix Cheysson France 45 13 0 09 Mar 2020
The statistical physics of discovering exogenous and endogenous factors in a chain of events Shinsuke Koyama S. Shinomoto 118 8 0 02 Mar 2020
Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation Feng Zhou Zhidong Li Xuhui Fan Yang Wang Arcot Sowmya Fang Chen 61 2 0 29 Oct 2019
Self-Attentive Hawkes Processes Qiang Zhang Aldo Lipani Ömer Kirnap Emine Yilmaz AI4TS 115 45 0 17 Jul 2019
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
Regenerative properties of the linear hawkes process with unbounded memory C. Graham 47 12 0 27 May 2019
Nonparametric Bayesian estimation of multivariate Hawkes processes S. Donnet Vincent Rivoirard Judith Rousseau 93 28 0 16 Feb 2018
Nonparametric Hawkes Processes: Online Estimation and Generalization Bounds Yingxiang Yang Jalal Etesami Niao He Negar Kiyavash 72 5 0 25 Jan 2018
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering Hongteng Xu H. Zha 87 71 0 31 Jan 2017
Uncovering Causality from Multivariate Hawkes Integrated Cumulants M. Achab Emmanuel Bacry Stéphane Gaïffas I. Mastromatteo Jean-François Muzy 92 91 0 21 Jul 2016
Graphical Modeling for Multivariate Hawkes Processes with Nonparametric Link Functions M. Eichler R. Dahlhaus J. Dueck 72 2 0 22 May 2016
Learning Network of Multivariate Hawkes Processes: A Time Series Approach Jalal Etesami Negar Kiyavash Kun Zhang K. Singhal CML AI4TS 51 65 0 14 Mar 2016
Learning Granger Causality for Hawkes Processes Hongteng Xu Mehrdad Farajtabar H. Zha AI4TS CML 81 227 0 14 Feb 2016
An estimation procedure for the Hawkes process Matthias Kirchner 116 86 0 07 Sep 2015
Statistical inference versus mean field limit for Hawkes processes S. Delattre N. Fournier 31 14 0 10 Jul 2015
Cumulants of Hawkes point processes S. Jovanovic J. Hertz S. Rotter 108 44 0 18 Sep 2014
Tracking Dynamic Point Processes on Networks Eric C. Hall Rebecca Willett 124 61 0 29 Aug 2014
Lasso and probabilistic inequalities for multivariate point processes N. Hansen Patricia Reynaud-Bouret Vincent Rivoirard 176 189 0 02 Aug 2012
Wavelet thresholding estimation in a Poissonian interactions model with application to genomic data Laure Sansonnet 111 14 0 21 Jul 2011
Statistical inference across time scales Céline Duval M. Hoffmann 128 12 0 06 Jun 2011
Penalized maximum likelihood estimation for generalized linear point processes N. Hansen 152 3 0 03 Mar 2010