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Domaines : stat.ml
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Overrelaxed Sinkhorn-Knopp Algorithm for Regularized Optimal Transport

Alexis Thibault , Lénaïc Chizat , Charles Dossal , Nicolas Papadakis
Algorithms, 2021, Optimal Transport: Algorithms and Applications, 14 (5), ⟨10.3390/a14050143⟩
Article dans une revue hal-03212175v1
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Geom-SPIDER-EM: Faster Variance Reduced Stochastic Expectation Maximization for Nonconvex Finite-Sum Optimization

Gersende Fort , Eric Moulines , Hoi-To Wai
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada
Communication dans un congrès hal-03021394v2
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A mathematical model for automatic differentiation in machine learning

Jerome Bolte , Edouard Pauwels
Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada
Communication dans un congrès hal-02734446v2
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Recherche et représentation de communautés dans des grands graphes

Nathalie Villa , Taoufiq Dkaki , Sébastien Gadat , Jean-Michel Inglebert , Quoc-Dinh Truong
Veille Stratégique Scientifique & Technologique, Mar 2009, Nancy, France. Recherche et représentation de communautés dans des grands graphes
Communication dans un congrès hal-00371956v1
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COREclust: a new package for a robust and scalable analysis of complex data

Camille Champion , Anne-Claire Brunet , Jean-Michel Loubes , Laurent Risser
2018
Pré-publication, Document de travail hal-01799117v1
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A Review on Quantile Regression for Stochastic Computer Experiments

Léonard Torossian , Victor Picheny , Robert Faivre , Aurélien Garivier
2019
Pré-publication, Document de travail hal-02010735v1
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Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals

Andrés Hoyos-Idrobo , Gaël Varoquaux , Jonas Kahn , Bertrand Thirion
IEEE Transactions on Pattern Analysis and Machine Intelligence, In press, XX, ⟨10.1109/TPAMI.2018.2815524⟩
Article dans une revue hal-01366651v2

FISH and tips: a large scale analysis of automated versus manual scoring for sperm aneuploidy detection

Guillaume Martinez , Pierre Gillois , Marine Le Mitouard , Rémy Borye , Camille Esquerré-Lamare , et al.
Basic and clinical andrology, 2013, 23 (1), pp.13
Article dans une revue hal-02007706v1
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Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $\beta$-divergence

Arthur Marmin , José Henrique de Morais Goulart , Cédric Févotte
IEEE Transactions on Signal Processing, 2023, 71, pp.1435-1447. ⟨10.1109/TSP.2023.3266939⟩
Article dans une revue hal-03799264v2
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An ensemble Multi-Agent System for non-linear classification

Thibault Fourez , Nicolas Verstaevel , Frédéric Migeon , Frédéric Schettini , Frederic Amblard
14th ITS European Congress (ITS EU 2022), May 2022, Toulouse, France. pp.1-12
Communication dans un congrès hal-03776269v1
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Preface: Advances in post-processing and blending of deterministic and ensemble forecasts

Stephan Hemri , Sebastian Lerch , Maxime Taillardat , Stéphane Vannitsem , Daniel Wilks
Nonlinear Processes in Geophysics, 2020, 27 (4), pp.519-521. ⟨10.5194/npg-27-519-2020⟩
Article dans une revue meteo-03544121v1
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Feature uncertainty bounds for explicit feature maps and large robust nonlinear SVM classifiers

Nicolas Couellan , Sophie Jan
Annals of Mathematics and Artificial Intelligence, 2020, 88 (1-3), pp.269-289. ⟨10.1007/s10472-019-09676-0⟩
Article dans une revue hal-01718729v1
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Bayesian nonparametric Principal Component Analysis

Clément Elvira , Pierre Chainais , Nicolas Dobigeon
2017
Pré-publication, Document de travail hal-01687236v1
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The Christoffel function for supervised learning: theory and practice

Srećko Ðurašinović
Machine Learning [stat.ML]. 2022
Mémoire d'étudiant hal-03768886v1
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A Health Monitoring Method for Automotive Surface Mount Technologies

Alexandre Gaffet , Pauline Ribot , Elodie Chanthery , Nathalie Barbosa , Christophe Merle
SAFEPROCESS 2022, Jun 2022, Paphos, Cyprus
Communication dans un congrès hal-03711286v1
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A new scheme for fault detection based on Optimal Upper Bounded Interval Kalman Filter

Quoc Hung Lu , Soheib Fergani , Carine Jauberthie
IFAC-PapersOnLine, 2021, 54 (7), pp.292-297. ⟨10.1016/j.ifacol.2021.08.374⟩
Article dans une revue hal-03363452v1
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Particle gradient descent model for point process generation

Antoine Brochard , Bartlomiej Blaszczyszyn , Sixin Zhang , Stéphane Mallat
Statistics and Computing, 2022, 32 (3), ⟨10.1007/s11222-022-10099-x⟩
Article dans une revue hal-02980486v2
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Parameter identifiability of a deep feedforward ReLU neural network

Joachim Bona-Pellissier , François Bachoc , François Malgouyres
2023
Pré-publication, Document de travail hal-03501784v2
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Towards Multi-Agent Interactive Reinforcement Learning for Opportunistic Software Composition in Ambient Environments

Kévin Delcourt
21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022), Doctoral Consortium, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), May 2022, Auckland (virtual), New Zealand. pp.1839-1840, ⟨10.1145/3397271⟩
Communication dans un congrès hal-03682796v1
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Positive Semidefinite Matrix Factorization: A Connection with Phase Retrieval and Affine Rank Minimization

Dana Lahat , Yanbin Lang , Vincent Tan , Cédric Févotte
IEEE Transactions on Signal Processing, 2021, 69, pp.3059-3074. ⟨10.1109/TSP.2021.3071293⟩
Article dans une revue hal-03431503v1
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funGp: An R Package for Gaussian Process Regression with Scalar and Functional Inputs

José Daniel Betancourt , François Bachoc , Thierry Klein , Déborah Idier , Jérémy Rohmer , et al.
2022
Pré-publication, Document de travail hal-02536624v2

On the Nash equilibrium of moment-matching GANs for stationary Gaussian processes

Sixin Zhang
Machine Learning Research 2022, Aug 2022, Beijing, China. pp.1-26, ⟨10.48550/arXiv.2203.07136⟩
Communication dans un congrès hal-03736803v1
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The ICSCREAM methodology: identification of penalizing configurations in computer experiments using screening and metamodel applications in thermal-hydraulics

Amandine Marrel , Bertrand Iooss , Vincent Chabridon
UQ22 - SIAM Conference on Uncertainty Quantification, SIAM, Apr 2022, Atlanta, United States
Communication dans un congrès cea-03700747v1
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Analyse cartographique et bayésienne de la dégradation d'un antibiotique en traitement de l'Eau

Rachid Ouaret , Ali Badara Minta , Jean-Marc Choubert , Claire Albasi , Antonin Azaïs
10èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Oct 2021, Île de Porquerolles, France
Communication dans un congrès hal-03842545v1
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Interpretability in machine learning predictions: case of Random Forest regression using Partial Dependence Plots

Danesh Tina , Rachid Ouaret , Pascal Floquet
18ème congrès de la Société Française de Génie des Procédés, Nov 2022, Toulouse, France
Communication dans un congrès hal-03841177v1
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Estimation et intervalles de crédibilité pour le taux de reproduction de la Covid19 paréchantillonnage Monte Carlo Langevin proximal

Patrice Abry , Gersende Fort , Barbara Pascal , Nelly Pustelnik
Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France
Communication dans un congrès hal-03611891v2
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CREDIBILITY INTERVAL DESIGN FOR COVID19 REPRODUCTION NUMBER FROM NONSMOOTH LANGEVIN-TYPE MONTE CARLO SAMPLING

Hugo Artigas , Barbara Pascal , Gersende Fort , Patrice Abry , Nelly Pustelnik
pp.2196-2200, 2022, Proceedings of the 30th European Signal Processing Conference (EUSIPCO),, ⟨10.23919/EUSIPCO55093.2022.9909547⟩
Proceedings/Recueil des communications hal-03371837v3
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Skewed and Mixture of Gaussian Distributions for Ensemble Postprocessing

Maxime Taillardat
Atmosphere, 2021, 12 (8), pp.966. ⟨10.3390/atmos12080966⟩
Article dans une revue meteo-03543695v1
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Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models

Marouane Il Idrissi , Nicolas Bousquet , Fabrice Gamboa , Bertrand Iooss , Jean-Michel Loubes
2023
Pré-publication, Document de travail hal-03784768v2

Detection of Representative Variables in Complex Systems with Interpretable Rules Using Core-Clusters

Camille Champion , Anne-Claire Brunet , Rémy Burcelin , Jean-Michel Loubes , Laurent Risser
Algorithms, 2021, 14 (2), pp.66. ⟨10.3390/a14020066⟩
Article dans une revue hal-03151634v1