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PUBLICATIONS
La liste complète de mes publications est disponible ici.
Articles
récents (depuis 2020)
- J.Velthoen, C.Dombry, J.J.Cai, S.Engelke. Gradient boosting for extreme quantile regression. Extremes, to appear.
- R.Pic, C.Dombry, P.Naveau, R.Taillardat. Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk. International Journal of Forecasting, to appear.
- C.Dombry,
C.Tillier, O.Wintenberger, Hidden regular variation for point processes
and the single/multiple large point heuristic. Annals of Applied Probability 32, 191-234, 2022.
- C.Spychala, J.Armand, C.Dombry, C.Goga. Multivariate
Statistical Analysis for Exploring Road Crash Related Factors in the
Franche-Comté region of France.
Communications in Statistics - Case Studies and Data Analysis 7, 442 - 474, 2021.
- B.Bobbia, C.Dombry, D.Varron. The coupling method in extreme value theory. Bernoulli 27, 1824-1850, 2021.
- B.Bobbia,
C.Dombry, D.Varron . Extreme quantile regression in the proportional
tail framework. Georgian Mathematical Journal 175, 2021.
- A.Mefleh, R.Biard, C.Dombry, Z.Khraibani, Permutation bootstrap in the block maxima method. Communications in Statistics - Simulation and Computation 50, 291-311, 2021.
- A.Mefleh, R.Biard, C.Dombry, Z.Khraibani, Trend detection for heteroscedastic extremes. Extremes 23, 85-115, 2020.
Prépublications
- C.Dombry, Y.Esstafa, The vanishing learning rate asymptotic for linear L2-boosting. hal-03078992
- C.Dombry, J.-J. Duchamps, Infinitesimal Gradient Boosting. arXiv:2104.13208
- C.Dombry, J.-J. Duchamps, A large sample theory for infinitesimal gradient boosting. arXiv:2210.00736
- B.Bobbia, C.Dombry, D.Varron. A Donsker and Glivenko-Cantelli for random measures linked to extreme value theory. hal-03402380
- T. Modeste, C. Dombry, A.L. Fougeres. Modeling and scoring dynamic forecast. hal-04056397
- C. Dombry, T. Modeste, R. Pic. Stone's theorem for distributional regression in Wasserstein distance. hal-03966752
- T. Modeste, C. Dombry. Characterization of translation invariant MMD on R^d and connections with Wasserstein distances. hal-03855093
- Z. Al Masry, R. Pic, C. Dombry, C. Devalland. A
new methodology to predict the oncotype scores based on
clinico-pathological data with similar tumor profiles. hal-04020992
Thèse de Doctorat et Mémoire d'Habilitation
à Diriger des Recherches
- Mémoire
d'HDR intitulé "Théorie
spatiale des extrêmes et propriétés des
processus max-stables".
Télécharger
le mémoire (pdf)
- Thèse
de doctorat
intitulée "Quelques
applications de la
théorie des grandes déviations",
préparée sous la direction Christian Mazza et
Nadine Guillotin-Plantard.
Télécharger le résumé (pdf)
ou le mémoire (pdf)
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