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Admissible generalizations of examples as rules (2018)

Philippe Besnard , Thomas Guyet , Véronique Masson
One-day Workshop on Machine Learning and Explainability, Christel Vrain, Université d' Orléans, Oct 2018, Orléans, France
Conference papers hal-01940129v1
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An Efficient Algorithm for Cooperative Semi-Bandits

Riccardo Della Vecchia , Tommaso R Cesari
Algorithmic Learning Theory, Mar 2021, Online, France
Conference papers hal-02955889v2
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MMD Aggregated Two-Sample Test

Antonin Schrab , Ilmun Kim , Mélisande Albert , Béatrice Laurent , Benjamin Guedj et al.
2022
Preprints, Working Papers, ... hal-03408976v2

A Multi-phase Iterative Approach for Anomaly Detection and Its Agnostic Evaluation

Kévin Ducharlet , Louise Travé-Massuyès , Marie-Véronique Le Lann , Youssef Miloudi
Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, , pp.505-517, 2020, 978-3-030-55788-1. ⟨10.1007/978-3-030-55789-8_44⟩
Book sections hal-03093657v1
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Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks

El Mehdi Achour , François Malgouyres , Franck Mamalet
Journal of Machine Learning Research, 2022, 23 (347), pp.1--56
Journal articles hal-03315801v3
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A Gaussian Process Regression Model for Distribution Inputs

François Bachoc , Fabrice Gamboa , Jean-Michel Loubes , Nil Venet
IEEE Transactions on Information Theory, 2018, 64 (10), pp.6620 - 6637
Journal articles hal-01450002v2
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Maximin Action Identification: A New Bandit Framework for Games

Aurélien Garivier , Emilie Kaufmann , Wouter M. Koolen
29th Annual Conference on Learning Theory (COLT), Jun 2016, New-York, United States
Conference papers hal-01273842v2
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An Inertial Newton Algorithm for Deep Learning

Camille Castera , Jérôme Bolte , Cédric Févotte , Edouard Pauwels
Journal of Machine Learning Research, 2021, 22 (134)
Journal articles hal-02140748v6
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Can we Predict Locations in Tweets? A Machine Learning Approach

Thi Bich Ngoc Hoang , Véronique Moriceau , Josiane Mothe
International Journal of Computational Linguistics and Applications, 2018, 9, pp.0
Journal articles hal-02901421v1
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Admissible generalizations of examples as rules (2019)

Philippe Besnard , Thomas Guyet , Véronique Masson
31st International Conference on Tools with Artificial Intelligence (ICTAI 2019), IEEE, Nov 2019, Portland, OR, United States. ⟨10.1109/ICTAI.2019.00211⟩
Conference papers hal-02267166v1
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Learning Disentangled Representations via Mutual Information Estimation

Eduardo Hugo Sanchez , Mathieu Serrurier , Mathias Ortner
16th European Conference on Computer Vision - ECCV 2020, Aug 2020, online, France. pp.205-221, ⟨10.1007/978-3-030-58542-6_13⟩
Conference papers hal-02397803v1

Biais et discriminations dans les systèmes d'intelligence artificielle

Ronan Pons , Laurent Risser
Dalloz IP/IT : droit de la propriété intellectuelle et du numérique, 2022
Journal articles hal-03676590v1
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ROI Maximization in Stochastic Online Decision-Making

Nicolò Cesa-Bianchi , Tommaso R Cesari , Yishay Mansour , Vianney Perchet
2021
Preprints, Working Papers, ... hal-02976864v4
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Cooperative Online Learning: Keeping your Neighbors Updated

Nicolò Cesa-Bianchi , Tommaso R Cesari , Claire Monteleoni
31. International Conference on Algorithmic Learning Theory, Feb 2020, San Diego, United States
Conference papers hal-02976896v1
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A PAC-Bayes Analysis of Adversarial Robustness

Paul Viallard , Guillaume Vidot , Amaury Habrard , Emilie Morvant
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), NIPS: Neural Information Processing Systems Foundation, Dec 2021, Virtual-only Conference, Australia
Conference papers hal-03145332v2
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The derivatives of Sinkhorn-Knopp converge

Edouard Pauwels , Samuel Vaiter
2022
Preprints, Working Papers, ... hal-03736905v2
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A REVIEW ON QUANTILE REGRESSION FOR STOCHASTIC COMPUTER EXPERIMENTS

Léonard Torossian , Victor Picheny , Robert Faivre , Aurélien Garivier
Reliability Engineering and System Safety, 2020, 201 (C), ⟨10.1016/j.ress.2020.106858⟩
Journal articles hal-02006032v3

Longitudinal deformation models, spatial regularizations and learning strategies to quantify Alzheimer's disease progression

Jean-Baptiste Fiot , Hugo Raguet Raguet , Laurent Risser , Laurent D. Cohen , Jurgen Fripp et al.
Neuroimage-Clinical, 2014, 4, pp.718-729. ⟨10.1016/j.nicl.2014.02.002⟩
Journal articles hal-02022537v1
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Wave equation-tailored Gaussian process regression with applications to related inverse problems

Iain Henderson , Pascal Noble , Olivier Roustant
2023
Preprints, Working Papers, ... hal-03941939v1
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JUMP DIFFUSION OVER FEATURE SPACE FOR OBJECT RECOGNITION

Sébastien Gadat
SIAM Journal on Control and Optimization, 2008, 47 (2), pp.904-935
Journal articles hal-00714863v1
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Semiparametric estimation of plane similarities: application to fast computation of aeronautic loads

Edouard Fournier , Stéphane Grihon , Thierry Klein
Statistics, 2019, 53 (5), pp.1168-1186. ⟨10.1080/02331888.2019.1632859⟩
Journal articles hal-01879135v3
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Multiple testing for outlier detection in functional data

Clémentine Barreyre , Béatrice Laurent , Jean-Michel Loubes , Bertrand Cabon , Loïc Boussouf et al.
2017
Preprints, Working Papers, ... hal-01651191v1
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Entropic Variable Boosting for Explainability & Interpretability in Machine Learning

François Bachoc , Fabrice Gamboa , Jean-Michel Loubes , Laurent Risser
2018
Preprints, Working Papers, ... hal-01897642v1
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ASRS-CMFS: Using a custom Transformer-based model to predict anomalies in aviation incident reports

Samuel Kierszbaum , Thierry Klein , Laurent Lapasset
Aerospace, 2022, 9 (591), ⟨10.3390/aerospace9100591⟩
Journal articles hal-03487944v1

Model Choice and Model Aggregation

Frédéric Bertrand , Jean-Jacques Droesbeke , Gilbert Saporta , Christine Thomas-Agnan
Editions Technip, 2017, 9782710811770
Books hal-02473555v1
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X -ARMED BANDITS: OPTIMIZING QUANTILES, CVAR AND OTHER RISKS

Léonard Torossian , Aurélien Garivier , Victor Picheny
Asian Conference on Machine Learning, Nov 2019, Nagoya, Japan. pp.252-267
Conference papers hal-02101647v3
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L'IA du Quotidien peut elle être Éthique ?

Philippe Besse , Céline Castets-Renard , Aurélien Garivier , Jean-Michel Loubes
2018
Preprints, Working Papers, ... hal-01886699v2
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Learning stochastic representations of geophysical dynamics

Said Ouala , Ronan Fablet , Cédric Herzet , Bertrand Chapron , Ananda Pascual et al.
ICASSP 2019 : 44th International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682929⟩
Conference papers hal-02005403v1
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Declarative mining of negative sequential patterns

Philippe Besnard , Thomas Guyet
1st Declarative Problem Solving Workshop (DPSW 2020) @ ECAI 2020, Pedro Cabalar (CITIC-Univ. A Coruña, Spain); Andreas Herzig (Tolouse Univ, France); David Pearce (Univ. Politécnica Madrid, Spain); Torsten Schaub (Univ. Potsdam, Germany); Stefan Woltran (Vienna Univ. Tech. Austria), Aug 2020, Santiago de Compostela, Spain. pp.1-8
Conference papers hal-03025560v1
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SEGMENTATION: A DATA DRIVEN APPROACH THOUGH NEURAL NETWORK

Valentin Debarnot , Léo Lebrat
IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2019, Venice, Italy
Conference papers hal-02306491v1