Overrelaxed Sinkhorn-Knopp Algorithm for Regularized Optimal Transport
Alexis Thibault
,
Lénaïc Chizat
,
Charles Dossal
,
Nicolas Papadakis
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
Article dans une revue
hal-01366651v2
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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
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
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
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
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
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
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
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On the Nash equilibrium of moment-matching GANs for stationary Gaussian processes
Sixin Zhang
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
Proceedings/Recueil des communications
hal-03371837v3
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Skewed and Mixture of Gaussian Distributions for Ensemble Postprocessing
Maxime Taillardat
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
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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
Article dans une revue
hal-03151634v1
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