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1812.01734
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Graphical Models for Extremes
4 December 2018
Sebastian Engelke
Adrien Hitz
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Papers citing
"Graphical Models for Extremes"
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Multi-site modelling and reconstruction of past extreme skew surges along the French Atlantic coast
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Philippe Naveau
Anne Sabourin
264
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01 May 2025
Inference for max-linear Bayesian networks with noise
Mark Adams
Kamillo Ferry
Ruriko Yoshida
214
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01 May 2025
X-Vine Models for Multivariate Extremes
A. Kiriliouk
Jeongjin Lee
Johan Segers
253
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23 Dec 2023
Multivariate generalized Pareto distributions along extreme directions
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A. Kiriliouk
Johan Segers
238
5
0
08 Nov 2023
Heavy-tailed max-linear structural equation models in networks with hidden nodes
Mario Krali
A. Davison
Claudia Klüppelberg
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88
7
0
27 Jun 2023
On pairwise interaction multivariate Pareto models
Michael Lalancette
188
2
0
21 Jun 2023
Parametric and nonparametric symmetries in graphical models for extremes
Frank Rottger
Jane Ivy Coons
Alexandros Grosdos
132
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01 Jun 2023
Extremes in High Dimensions: Methods and Scalable Algorithms
Johannes Lederer
M. Oesting
169
13
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07 Mar 2023
On Regression in Extreme Regions
Electronic Journal of Statistics (EJS), 2023
Nathan Huet
Nathan Huet
Anne Sabourin
330
5
0
06 Mar 2023
High-dimensional variable clustering based on maxima of a weakly dependent random process
Journal of the American Statistical Association (JASA), 2023
Alexis Boulin
Elena Di Bernardino
Thomas Laloe
Gwladys Toulemonde
251
1
0
02 Feb 2023
On the local metric property in multivariate extremes
Frank Rottger
Quentin Schmitz
174
4
0
20 Dec 2022
Graphical models for infinite measures with applications to extremes and Lévy processes
Sebastian Engelke
J. Ivanovs
K. Strokorb
160
11
0
28 Nov 2022
Kernel PCA for multivariate extremes
Marco Avella-Medina
Richard A. Davis
G. Samorodnitsky
227
6
0
23 Nov 2022
Some benefits of standardisation for conditional extremes
C. Rohrbeck
J. Tawn
140
1
0
22 Sep 2022
Optimal designs for discrete choice models via graph Laplacians
Journal of Statistical Theory and Practice (JSTP), 2022
Frank Rottger
Thomas Kahle
Rainer Schwabe
165
1
0
18 Aug 2022
Neural Networks for Extreme Quantile Regression with an Application to Forecasting of Flood Risk
Annals of Applied Statistics (AOAS), 2022
Olivier C. Pasche
Sebastian Engelke
427
38
0
16 Aug 2022
Modelling multivariate extreme value distributions via Markov trees
Scandinavian Journal of Statistics (Scand. J. Stat.), 2022
Shuang Hu
Zuoxiang Peng
Johan Segers
122
11
0
29 Jul 2022
The tropical geometry of causal inference for extremes
N. Tran
CML
164
6
0
20 Jul 2022
A modeler's guide to extreme value software
Léo R. Belzile
Christophe Dutang
P. Northrop
Thomas Opitz
138
21
0
16 May 2022
Extremal Characteristics of Conditional Models
S. Tendijck
J. Tawn
P. Jonathan
122
3
0
23 Feb 2022
Total positivity in multivariate extremes
Annals of Statistics (Ann. Stat.), 2021
Frank Rottger
Sebastian Engelke
Piotr Zwiernik
283
21
0
29 Dec 2021
Causality in extremes of time series
Juraj Bodik
Z. Pawlas
Milan Paluš
AI4TS
205
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0
20 Dec 2021
Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks
Younes Boulaguiem
Jakob Zscheischler
Edoardo Vignotto
K. Wiel
Sebastian Engelke
166
3
0
30 Oct 2021
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees
Journal of machine learning research (JMLR), 2021
Kean Ming Tan
Heather Battey
Wen-Xin Zhou
224
32
0
25 Oct 2021
Temporal Point Process Graphical Models
Yalong Lyu
Huiyuan Wang
Wei Lin
3DPC
142
0
0
22 Oct 2021
Tail inverse regression for dimension reduction with extreme response
Anass Aghbalou
Franccois Portier
Anne Sabourin
Chen Zhou
217
10
0
30 Jul 2021
Markov Equivalence of Max-Linear Bayesian Networks
Carlos Améndola
Benjamin Hollering
S. Sullivant
N. Tran
134
8
0
15 Jun 2021
Estimating a Directed Tree for Extremes
N. Tran
Johannes Buck
Claudia Klüppelberg
259
12
0
11 Feb 2021
Linking representations for multivariate extremes via a limit set
Advances in Applied Probability (Adv. Appl. Probab.), 2020
N. Nolde
J. Wadsworth
184
27
0
02 Dec 2020
Spherical clustering in detection of groups of concomitant extremes
V. Fomichov
J. Ivanovs
264
7
0
23 Oct 2020
Feature Clustering for Support Identification in Extreme Regions
Hamid Jalalzai
Rémi Leluc
183
2
0
13 Aug 2020
High-recall causal discovery for autocorrelated time series with latent confounders
Andreas Gerhardus
J. Runge
CML
AI4TS
351
125
0
03 Jul 2020
Conditional Independence Beyond Domain Separability: Discussion of Engelke and Hitz (2020)
Yuexia Zhang
Linbo Wang
61
1
0
01 Jun 2020
Recursive max-linear models with propagating noise
Electronic Journal of Statistics (EJS), 2020
Johannes Buck
Claudia Klüppelberg
200
19
0
29 Feb 2020
Conditional Independence in Max-linear Bayesian Networks
The Annals of Applied Probability (Ann. Appl. Probab.), 2020
Carlos Améndola
Claudia Klüppelberg
Steffen Lauritzen
N. Tran
139
25
0
21 Feb 2020
Extremal independence old and new
K. Strokorb
75
5
0
14 Feb 2020
Principal Component Analysis for Multivariate Extremes
H. Drees
Anne Sabourin
155
52
0
26 Jun 2019
Hidden tail chains and recurrence equations for dependence parameters associated with extremes of higher-order Markov chains
I. Papastathopoulos
Adrian Casey
J. Tawn
321
5
0
10 Mar 2019
Identifiability and estimation of recursive max-linear models
Nadine Gissibl
Claudia Klüppelberg
Steffen Lauritzen
CML
159
30
0
11 Jan 2019
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