Towards new cross-validation-based estimators for Gaussian process regression: efficient adjoint computation of gradients
Sébastien Petit
,
Julien Bect
,
Sébastien da Veiga
,
Paul Feliot
,
Emmanuel Vazquez
52èmes Journées de Statistique de la SFdS (JdS 2020) , May 2021, Nice, France. pp.633-638
Conference papers
hal-02490981v2
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Hepatobiliary MR contrast agent uptake as a predictive biomarker of aggressive features on pathology and reduced recurrence-free survival in resectable hepatocellular carcinoma: comparison with dual-tracer 18F-FDG and 18F-FCH PET/CT
Sébastien Mulé
,
Julia Chalaye
,
François Legou
,
Arthur Tenenhaus
,
Julien Caldéraro
,
et al.
Journal articles
hal-03111135v1
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Riemannian framework for robust covariance matrix estimation in spiked models
Florent Bouchard
,
Arnaud Breloy
,
Guillaume Ginolhac
,
Frédéric Pascal
Conference papers
hal-02571084v1
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Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling
Cindy Trinh
,
Emilie Kaufmann
,
Claire Vernade
,
Richard Combes
ALT 2020 - 31st International Conference on Algorithmic Learning Theory , Feb 2020, San Diego, United States. pp.1 - 28
Conference papers
hal-02396943v2
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Filtrage LMS sur Graphe Algorithme et Analyse
Roula Nassif
,
Cédric Richard
,
Jie Chen
,
Romain Couillet
,
Pierre Borgnat
26e Colloque GRETSI sur le Traitement du Signal et des Images , Sep 2017, Juan-les-Pins, France
Conference papers
hal-03634465v1
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Propriété CFAR-Matrice du Détecteur BORD -Application Radar sur Signaux Expérimentaux non-Gaussiens
Frédéric Pascal
,
Jean-Philippe Ovarlez
,
Philippe Forster
,
Pascal Larzabal
Vingt-cinquième Colloque GRETSI 2005 , Sep 2005, Louvain-la-Neuve, Belgique
Conference papers
hal-02495007v1
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On the Asymptotics of Maronna's Robust PCA
Gordana Draskovic
,
Arnaud Breloy
,
Frédéric Pascal
Journal articles
hal-02399630v1
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Towards Characterizing the First-order Query Complexity of Learning (Approximate) Nash Equilibria in Zero-sum Matrix Games
Hédi Hadiji
,
Sarah Sachs
,
Tim van Erven
,
Wouter M. Koolen
2023
Preprints, Working Papers, ...
hal-04079773v1
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Borne Bayésienne pour les systèmes large-échelle : cas d'un bruit à queue lourde
Virginie Ollier
,
Remy Boyer
,
Mohammed Nabil El Korso
,
Pascal Larzabal
26eme Colloque francophone de traitement du signal et des images (GRETSI 2017) , Sep 2017, juan-les-pins, France
Conference papers
hal-01568175v1
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Deep robust regression
Tzvi Diskin
,
Gordana Draskovic
,
Frédéric Pascal
,
Ami Wiesel
2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) , Dec 2017, Curacao, France.
⟨10.1109/CAMSAP.2017.8313200⟩
Conference papers
hal-01816119v1
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Fuzzy Logic Behavior of Quantum-Controlled Braitenberg Vehicle Agents
Rebeca Araripe Furtado Cunha
,
Naman Sharma
,
Zeno Toffano
,
François Dubois
11th International Conference on Quantum Interaction (QI2018) , Sep 2018, Nice, France
Conference papers
hal-01839282v1
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Robust Calibration of Radio Interferometers in Non-Gaussian Environment
Virginie Ollier
,
Mohammed Nabil El Korso
,
Remy Boyer
,
Pascal Larzabal
,
Marius Pesavento
Journal articles
hal-01572142v1
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Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization
Sébastien J Petit
,
Julien Bect
,
Emmanuel Vazquez
2022
Preprints, Working Papers, ...
hal-03686949v2
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Advanced Random Matrix Methods for Machine Learning
Malik Tiomoko
Theses
tel-03391681v1
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Data-Driven Modeling of the Temporal Evolution of Breakers' States in the French Electrical Transmission Grid
Mauricio Gonzalez
,
Antoine Girard
Journal articles
hal-03402283v2
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Consistent and asymptotically normal RGCCA estimators for linear structural equations with latent variables (RGCCAc)
Arthur Tenenhaus
,
Michel Tenenhaus
,
Theo Dijkstra
19th Conference of the Applied Stochastic Models and Data Analysis International , Jun 2021, Athens, Greece
Conference papers
hal-03523468v1
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A Minimax Optimal Algorithm for Crowdsourcing
Thomas Bonald
,
Richard Combes
Neural Information Processing Systems Conference NIPS , 2017, Los Angeles, United States
Conference papers
hal-01592105v1
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An Overview of Covariance‐based Change Detection Methodologies in Multivariate SAR Image Time Series
Ammar Mian
,
Guillaume Ginolhac
,
Jean-Philippe Ovarlez
,
Arnaud Breloy
,
Frédéric Pascal
Book sections
hal-03519630v1
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Three-Way Generalized Canonical Correlation Analysis
Arthur Tenenhaus
,
Arnaud Gloaguen
,
Laurent Le Brusquet
,
Cathy Philippe
,
Vincent Frouin
SIAM Conference on Applied Linear Algebra , May 2018, Hong-Kong, China
Conference papers
hal-03111188v1
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Multiway Generalized Canonical Correlation Analysis
Arnaud Gloaguen
,
Cathy Philippe
,
Vincent Frouin
,
Laurent Le Brusquet
,
Arthur Tenenhaus
Chimiométrie XIX-2018 , Jan 2018, Paris, France
Conference papers
hal-01871151v1
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MINERVE - Un jumeau numérique pour gérer l'infrastructure ferroviaire
Mouhammed Achhab
,
Emmanuelle Baudry
,
Didier Clouteau
,
R El Mesri
,
Amélie Fau
,
et al.
Colloque Jumeaux Numériques , Feb 2023, Gif-sur-Yvette, France.
, 2023
Conference poster
hal-03999654v1
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Robust clustering and outlier rejection using the Mahalanobis distance distribution
Violeta Roizman
,
Matthieu Jonckheere
,
Frédéric Pascal
Conference papers
hal-03436669v1
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Improved estimation of the degree of freedom parameter of multivariate t-distribution
Frédéric Pascal
,
Esa Ollila
,
Daniel P Palomar
2020 29th European Signal Processing Conference (EUSIPCO) , Aug 2021, Dublin (virtual), Ireland
Conference papers
hal-03436848v1
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A Non-Convex Proximal Approach for Centroid-Based Classification
Mewe-Hezoudah Kahanam
,
Laurent Le Brusquet
,
Segolene Martin
,
Jean-Christophe Pesquet
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , May 2022, Singapore, Singapore. pp.5702-5706,
⟨10.1109/ICASSP43922.2022.9747071⟩
Conference papers
hal-03688210v1
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Computational Information Geometry for Binary Classification of High-Dimensional Random Tensors
Gia-Thuy Pham
,
Remy Boyer
,
Frank Nielsen
Journal articles
hal-01758637v1
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Stochastic Modelling of 3D Electric Fields in Children Brain exposed to 50 Hz Magnetic Field with Uncertain Orientation
E Chiaramello
,
M. Parazzini
,
S. Fiocchi
,
M Bonato
,
Laurent Le Brusquet
,
et al.
2018 IEEE International Conference on Environmental Engineering (EE) (IEEE EE 2018) , Mar 2018, Milan, Italy
Conference papers
hal-01871323v1
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Sequential search strategies based on kriging
Emmanuel Vazquez
Computation [stat.CO]. Université Paris-Sud, 2015
Habilitation à diriger des recherches
tel-01266334v1
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Stochastic modelling of 3D electric field in children brain exposed to 50 Hz magnetic field
Emma Chiaramello
,
Marta Parazzini
,
Serena Fiocchi
,
Marta Bonato
,
Laurent Le Brusquet
,
et al.
Sixth National Congress of Bioenginnering , Jun 2018, Milan, Italy
Conference papers
hal-01871375v1
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Semi-supervised Spectral Clustering
Xiaoyi Mai
,
Romain Couillet
ACSSC 2018 - 52nd Annual Asilomar Conference on Signals Systems and Computers , Oct 2018, Pacific Grove, United States.
⟨10.1109/acssc.2018.8645278⟩
Conference papers
hal-01982268v1
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First and Second Order Moments of the Normalized Sample Covariance Matrix of Spherically Invariant Random Vectors
Sébastien Bausson
,
Frédéric Pascal
,
Philippe Forster
,
Jean-Philippe Ovarlez
,
Pascal Larzabal
Journal articles
hal-02491536v1
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