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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

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.
European Radiology, 2020, 30 (10), pp.5348-5357. ⟨10.1007/s00330-020-06923-5⟩
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
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9054726⟩
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
IEEE Transactions on Signal Processing, 2019, 67 (19), pp.4964-4975. ⟨10.1109/TSP.2019.2932877⟩
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

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
IEEE Transactions on Signal Processing, 2017, 65 (21), pp.5649-5660. ⟨10.1109/TSP.2017.2733496⟩
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
Machine Learning [stat.ML]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG067⟩
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
Nonlinear Analysis: Hybrid Systems, 2022, 46, pp.101215. ⟨10.1016/j.nahs.2022.101215⟩
Journal articles hal-03402283v2

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

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
Change Detection and Image Time Series Analysis 1, 1, Wiley, 2021, ⟨10.1002/9781119882268.ch3⟩
Book sections hal-03519630v1

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

Robust clustering and outlier rejection using the Mahalanobis distance distribution

Violeta Roizman , Matthieu Jonckheere , Frédéric Pascal
2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, Netherlands. pp.2448-2452, ⟨10.23919/Eusipco47968.2020.9287356⟩
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

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
Entropy, 2018, 20 (3), pp.203. ⟨10.3390/e20030203⟩
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
IEEE Signal Processing Letters, 2007, 14 (6), pp.425-428. ⟨10.1109/LSP.2006.888400⟩
Journal articles hal-02491536v1