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A probabilistic approach of the Poincaré-Bendixon’s problem in ℝ

Guy Cirier
2022
Preprints, Working Papers, ... hal-03790153v1
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Optimization by gradient boosting

Gérard Biau , Benoît Cadre
Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan, ed. Daouia, A. and Ruiz-Gazen, A., 2021, pp.23-44
Journal articles hal-01562618v1
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Term structure modelling for multiple curves with stochastic discontinuities

Claudio Fontana , Zorana Grbac , Sandrine Gümbel , Thorsten Schmidt
Finance and Stochastics, 2020, 24 (2), pp.465-511. ⟨10.1007/s00780-020-00416-5⟩
Journal articles hal-03898927v1
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C-mix: a high dimensional mixture model for censored durations, with applications to genetic data

Simon Bussy , Agathe Guilloux , Stéphane Gaïffas , Anne-Sophie Jannot
Statistical Methods in Medical Research, 2019, 28 (5), pp.1523--1539
Journal articles hal-01648389v1
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Neural Random Forests

Gérard Biau , Erwan Scornet , Johannes Welbl
Sankhya A, 2019
Journal articles hal-01306340v2
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Conditional inference in parametric models

Michel Broniatowski , Virgile Caron
Journal de la Société Française de Statistique, 2019
Journal articles hal-03912538v1
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Estimation des paramètres du modèle à classes latentes pour des données longitudinales

Ndiogou Seck , Mounir Mesbah
Annales de l'ISUP, 2018, 62 (1-2), pp.33-60
Journal articles hal-03605656v1
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Computing real solutions of polynomial fuzzy systems

Philippe Aubry , Jérémy Marrez , Annick Valibouze
2017
Preprints, Working Papers, ... hal-01666957v1
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Data sparse nonparametric regression with epsilon-insensitive losses

Maxime Sangnier , Olivier Fercoq , Florence d'Alché-Buc
9th Asian Conference on Machine Learning (ACML 2017), Nov 2017, Séoul, South Korea. pp.192-207
Conference papers hal-01593459v1

The IL-4 rs2070874 polymorphism may be associated with the severity of recurrent viral-induced wheeze

Flore Amat , Malek Louha , Marta Benet , Tamazoust Guiddir , Mélisande Bourgoin-Heck et al.
Pediatric Pulmonology, 2017, 52 (11), pp.1435-1442
Journal articles hal-01979830v1
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Forecasting Mortality Rate Improvements with a High-Dimensional VAR

Quentin Guibert , Olivier Lopez , Pierrick Piette
2017
Preprints, Working Papers, ... hal-01613050v1

Assessing model-based clustering methods with cytometry data sets

Jean-Patrick Baudry , Gilles Celeux
IFCS 2017 - Conference of the International Federation of Classification Societies, Aug 2017, Tokyo, Japan
Conference papers hal-01649085v1

Correlation and variable importance in random forests

Baptiste Gregorutti , Bertrand Michel , Philippe Saint-Pierre
Statistics and Computing, 2017, 27 (3), pp.659 - 678. ⟨10.1007/s11222-016-9646-1⟩
Journal articles hal-01935918v1
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Sparse Accelerated Exponential Weights

Pierre Gaillard , Olivier Wintenberger
20th International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2017, Fort Lauderdale, United States
Conference papers hal-01376808v1
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Optimal learning with Bernstein Online Aggregation

Olivier Wintenberger
Machine Learning, 2017, 106 (1), pp.119-141. ⟨10.1007/s10994-016-5592-6⟩
Journal articles hal-00973918v5
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Accuracy of predictive ability measures for survival models

Philippe Flandre , Reena Deutsch , John O'Quigley
Statistics in Medicine, 2017, ⟨10.1002/sim.7342⟩
Journal articles hal-01552992v1
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Data driven estimation of Laplace-Beltrami operator

Frédéric Chazal , Ilaria Giulini , Bertrand Michel
30th Conference on Neural Information Processing Systems (NIPS 2016), Dec 2016, Barcelona, Spain
Conference papers hal-01387021v2

Novel genetic loci underlying human intracranial volume identified through genome-wide association

Hieab H H Adams , Derrek P Hibar , Vincent Chouraki , Jason L Stein , Paul A Nyquist et al.
Nature Neuroscience, 2016, 19 (12), pp.1569-1582. ⟨10.1038/nn.4398⟩
Journal articles hal-01382716v1
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Exponential inequalities for unbounded functions of geometrically ergodic Markov chains. Applications to quantitative error bounds for regenerative Metropolis algorithms

Olivier Wintenberger
Statistics, 2016, 51 (1), pp.222-234. ⟨10.1080/02331888.2016.1268205⟩
Journal articles hal-01222870v2
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Inférence de modèles conditionnellement hétéroscédastiques avec variables exogènes

Le Quyen Thieu
Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 2016. Français. ⟨NNT : 2016PA066260⟩
Theses tel-01527888v1
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Contribution à la résolution de problèmes inverses sous contraintes et application de méthodes de conception robuste pour le dimensionnement de pièces mécaniques de turboréacteurs en phase avant-projets.

Maëva Biret
Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 2016. Français. ⟨NNT : 2016PA066294⟩
Theses tel-01454988v1
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Estimation of parametric and semiparametric mixture models using phi-divergences

Diaa Al-Mohamad
Statistics [math.ST]. Université Pierre et Marie Curie - Paris VI, 2016. English. ⟨NNT : 2016PA066291⟩
Theses tel-01452799v1

Weighted CART algorithm for censored data

Xavier Milhaud , Pierre-Emmanuel Thérond , Olivier Lopez
100 % Data Science, Institut des Actuaires, Nov 2016, Paris, France
Conference papers hal-01396747v1
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An estimation method for the chi-square divergence with application to test of hypotheses

Michel Broniatowski , Samantha Leorato
Journal of Multivariate Analysis, 2016, 97 (6), pp.409-1436
Journal articles hal-00555139v1

Multivariate wavelet density and regression estimators for stationary and ergodic discrete time processes: Asymptotic results

Salim Bouzebda , Sultana Didi
Communications in Statistics - Theory and Methods, 2016, 46 (3), pp.1367 - 1406. ⟨10.1080/03610926.2015.1019144⟩
Journal articles hal-01764371v1
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Modèle markovien déterministe par morceaux caché pour la propagation de fissure

Florine Greciet , Romain Azaïs , Anne Gegout-Petit , Maeva Biret
Mathématiques, oxygène du numérique, Oct 2016, Paris, France
Conference poster hal-01398288v1
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A recursive algorithm for a pipeline maintenance scheduling problem

Assia Boumahdaf , Michel Broniatowski
2016
Preprints, Working Papers, ... hal-01375165v1
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Bivariate Cox model and copulas

Mohamed Achibi , Michel Broniatowski
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2016, 226: 476-487. pp.476-487
Journal articles hal-00430262v5
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Inférence pour les modèles statistiques mal spécifiés, application à une étude sur les facteurs pronostiques dans le cancer du sein

Roxane Duroux
Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 2016. Français. ⟨NNT : 2016PA066224⟩
Theses tel-01507600v1
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Design influence on player retention: A method based on time varying survival analysis

Thibault Allart , Guillaume Levieux , Michel Pierfitte , Agathe Guilloux , Stéphane Natkin et al.
IEEE Conference on Computational Intelligence and Games (CIG), Sep 2016, Santorini, Greece. pp.1-8, ⟨10.1109/CIG.2016.7860421⟩
Conference papers hal-02436692v1