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Frontier estimation via kernel regression on high power-transformed data

Stéphane Girard , Pierre Jacob
Journal of Multivariate Analysis, 2008, 99, pp.403-420. ⟨10.1016/j.jmva.2006.11.006⟩
Journal articles hal-00077683v3
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Efficient Monte Carlo Calculations of the One-Body Density

Roland Assaraf , Michel Caffarel , Anthony Scemama
Preprints, Working Papers, ... hal-00107403v1
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Modélisation et classification des données de grande dimension : application à l'analyse d'images.

Charles Bouveyron
Mathématiques [math]. Université Joseph-Fourier - Grenoble I, 2006. Français. ⟨NNT : ⟩
Theses tel-00109047v2
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Bias-reduced estimators of the Weibull tail-coefficient

Jean Diebolt , Laurent Gardes , Stéphane Girard , Armelle Guillou
Test, 2008, 17 (2), pp.311-331. ⟨10.1007/s11749-006-0034-6⟩
Journal articles hal-00008881v1
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Put option prices as joint distribution functions in strike and maturity : the Black-Scholes case

D. Madan , Bernard Roynette , Marc Yor
International Journal of Theoretical and Applied Finance, 2009, 12 (8), pp.1075-1090. ⟨10.1142/S0219024909005580⟩
Journal articles hal-00324636v1
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Whole-History Rating: A Bayesian Rating System for Players of Time-Varying Strength

Rémi Coulom
Computer and Games, Sep 2008, Beijing, China. pp.113--124
Conference papers inria-00323349v1
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Active multiple matrix completion with adaptive confidence sets

Andrea Locatelli , Alexandra Carpentier , Michal Valko
International Conference on Artificial Intelligence and Statistics, 2019, Okinawa, Japan
Conference papers hal-02387468v1
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Extra-Parametrized Extreme Value Copula : Extension to a Spatial Framework

Julie Carreau , Gwladys Toulemonde
Spatial Statistics, 2020, 40, ⟨10.1016/j.spasta.2020.100410⟩
Journal articles hal-02419118v1

How to simulate space-time extreme processes to assess natural disasters?

Fátima Palacios Rodríguez , Gwladys Toulemonde , Julie Carreau , Thomas Opitz
Workshop Rare Events, Extremes and Machine Learning, May 2018, Paris, France
Conference poster hal-01968103v1

Heavy rainfall simulations by space-time processes

Fátima Palacios Rodríguez , Gwladys Toulemonde , Julie Carreau , Thomas Opitz
7èmes journées scientifiques du LabEx NUMEV, Nov 2018, Montpellier, France
Conference poster hal-01968108v1
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Factors associated with acquisition of glycopeptide-resistant enterococci during a single-strain outbreak

S. Deboscker , P. Schneider , F. Severac , C. Ménard , Jean Gaudart , et al.
Epidemiology and Infection, 2019, 147, pp.1 - 8. ⟨10.1017/S0950268818003655⟩
Journal articles hal-02124300v1
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Vers un désenchevêtrement de l'ambiguïté de la tâche et de l'incertitude du modèle pour la classification avec option de rejet à l'aide de réseaux neuronaux

Titouan Lorieul , Alexis Joly
CAP 2019 - 21e PFIA Conférence sur l'Apprentissage Automatique, Jul 2019, Toulouse, France
Conference papers hal-02421210v1

Learning To Run a Power Network Competition - Poster

Benjamin Donnot
CiML Workshop, NeurIPS, Dec 2018, Montréal, Canada
Conference poster hal-01978748v1
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On Multi-Armed Bandit Designs for Dose-Finding Trials

Maryam Aziz , Emilie Kaufmann , Marie-Karelle Riviere
Journal of Machine Learning Research, 2021
Journal articles hal-02533297v1
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Human-Like Decision-Making for Automated Driving in Highways

David Sierra González , Mario Garzón , Jilles Dibangoye , Christian Laugier
ITSC 2019 - 22nd IEEE International Conference on Intelligent Transportation Systems, Oct 2019, Auckland, New Zealand. pp.1-8
Conference papers hal-02188235v1
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Predicting Progression to Advanced Age-Related Macular Degeneration from Clinical, Genetic, and Lifestyle Factors Using Machine Learning

Soufiane Ajana , Audrey Cougnard-Grégoire , Johanna Colijn , Bénédicte M.J. Merle , Timo Verzijden , et al.
Ophthalmology: Journal of The American Academy of Ophthalmology, 2021, 128 (4), pp.587-597. ⟨10.1016/j.ophtha.2020.08.031⟩
Journal articles hal-03100320v1
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First order Sobol indices for physical models via inverse regression

Benoit Kugler , Florence Forbes , Sylvain Douté
JDS 2020 - 52èmes Journées de Statistique de la Société Française de Statistique (SFdS), May 2020, Nice, France. pp.1-6
Conference papers hal-02951375v1
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TAO: A Large-Scale Benchmark for Tracking Any Object

Achal Dave , Tarasha Khurana , Pavel Tokmakov , Cordelia Schmid , Deva Ramanan
ECCV 2020 - European Conference on Computer Vision, Aug 2020, Glasgow / Virtual, United Kingdom. pp.436-454, ⟨10.1007/978-3-030-58558-7_26⟩
Conference papers hal-02951747v1
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Unsupervised image segmentation with Gaussian Pairwise Markov Fields

Hugo Gangloff , Jean-Baptiste Courbot , Emmanuel Monfrini , Christophe Collet
Computational Statistics and Data Analysis, 2021, 158, pp.107178:1-107178:20. ⟨10.1016/j.csda.2021.107178⟩
Journal articles hal-03104832v1
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Fano's inequality for random variables

Sebastien Gerchinovitz , Pierre Ménard , Gilles Stoltz
Statistical Science, 2020, 35 (2), pp.178-201
Journal articles hal-01470862v3
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Conditional quantile sequential estimation for stochastic codes

Tatiana Labopin-Richard , Fabrice Gamboa , Aurélien Garivier , Jerome Stenger
Preprints, Working Papers, ... hal-01187329v7
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A statistical test of isomorphism between metric-measure spaces using the distance-to-a-measure signature

Claire Brécheteau
Electronic Journal of Statistics , In press, ⟨10.1214/154957804100000000⟩
Journal articles hal-01426331v3
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Learning low-dimensional representations of shape data sets with diffeomorphic autoencoders

Alexandre Bône , Maxime Louis , Olivier Colliot , Stanley Durrleman
IPMI 2019 : Information Processing in Medical Imaging, Jun 2019, Hong-Kong, China
Conference papers hal-01963736v2
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Predictive models avoid excessive reductionism in cognitive neuroimaging

Gaël Varoquaux , Russell Poldrack
Current Opinion in Neurobiology, In press, 55, ⟨10.1016/j.conb.2018.11.002⟩
Journal articles hal-01856412v4
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Enhancing sequential pattern mining with time and reasoning

Thomas Guyet
Artificial Intelligence [cs.AI]. Université de Rennes 1, 2020
Habilitation à diriger des recherches tel-02495270v1

Evaluation of Impact of Hot-Mix Asphalt Density Differentials on Thermal Streak Phenomenon by Passive Infrared Thermography

Clemente Ibarra-Castanedo , Matthieu Klein , Martin Lavoie , Denis Proteau , Jean Dumoulin
Journal of Materials in Civil Engineering, 2019, 31 (10), pp.04019215. ⟨10.1061/(ASCE)MT.1943-5533.0002822⟩
Journal articles hal-02294005v1
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Extended McKean-Vlasov optimal stochastic control applied to smart grid management

Emmanuel Gobet , Maxime Grangereau
Preprints, Working Papers, ... hal-02181227v2
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Stratified Principal Component Analysis

Tom Szwagier , Xavier Pennec
Preprints, Working Papers, ... hal-04171853v1
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Decoding with Confidence: Statistical Control on Decoder Maps

Jérôme-Alexis Chevalier , Tuan-Binh Nguyen , Joseph Salmon , Gaël Varoquaux , Bertrand Thirion
NeuroImage, 2021, pp.117921. ⟨10.1016/j.neuroimage.2021.117921⟩
Journal articles hal-03179728v1
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Nonparametric extreme conditional expectile estimation

Stéphane Girard , Gilles Stupfler , Antoine Usseglio-Carleve
Scandinavian Journal of Statistics, 2022, 49 (1), pp.78-115. ⟨10.1111/sjos.12502⟩
Journal articles hal-02114255v3