Raphaël Féraud

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Recharge intelligente décentralisée de véhicules électriques à l'aide d'un système multi-agent adaptatif utilisant des bandits manchots.

[BibT_eX]

Proceedings of the Simulation multi-agents : nouvelles approches, nouveaux enjeux, 2024

2023

Massive multi-player multi-armed bandits for IoT networks: An application on LoRa networks.

[BibT_eX]

[DOI]

Ad Hoc Networks, December, 2023

Decentralized Smart Charging of Large-Scale EVs using Adaptive Multi-Agent Multi-Armed Bandits.

[BibT_eX]

[DOI]

CoRR, 2023

Question Answering System with Sparse and Noisy Feedback.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

On the relevance of bandit algorithms in digital world.

[BibT_eX]

[DOI]

, 2023

2021

Batched Bandits with Crowd Externalities.

[BibT_eX]

[DOI]

CoRR, 2021

Toward Optimal Solution for the Context-Attentive Bandit Problem.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Double-Linear Thompson Sampling for Context-Attentive Bandits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Toward Skills Dialog Orchestration with Online Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Horizontal Scaling in Cloud Using Contextual Bandits.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2021: Parallel Processing, 2021

2020

Restarted Bayesian Online Change-point Detector achieves Optimal Detection Delay.

[BibT_eX]

[DOI]

Réda Alami

Odalric Maillard

Proceedings of the 37th International Conference on Machine Learning, 2020

Collaborative Exploration in Stochastic Multi-Player Bandits.

[BibT_eX]

[DOI]

Proceedings of The 12th Asian Conference on Machine Learning, 2020

2019

Decentralized Exploration in Multi-Armed Bandits.

[BibT_eX]

[DOI]

Réda Alami

Romain Laroche

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Reinforcement Learning Techniques for Optimized Channel Hopping in IEEE 802.15.4-TSCH Networks.

[BibT_eX]

[DOI]

Georgios Z. Papadopoulos

Patrick Maillé

Proceedings of the 21st ACM International Conference on Modeling, 2018

Node-based optimization of LoRa transmissions with Multi-Armed Bandit algorithms.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Telecommunications, 2018

Reinforcement Learning Algorithm Selection.

[BibT_eX]

[DOI]

Romain Laroche

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

The non-stationary stochastic multi-armed bandit problem.

[BibT_eX]

[DOI]

Odalric-Ambrym Maillard

Int. J. Data Sci. Anal., 2017

Algorithm selection of off-policy reinforcement learning algorithm.

[BibT_eX]

[DOI]

Romain Laroche

CoRR, 2017

Selection of learning experts.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Context Attentive Bandits: Contextual Bandit with Restricted Context.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Multi-armed bandit problem with known trend.

[BibT_eX]

[DOI]

Djallel Bouneffouf

Neurocomputing, 2016

Random Shuffling and Resets for the Non-stationary Stochastic Bandit Problem.

[BibT_eX]

[DOI]

Odalric-Ambrym Maillard

CoRR, 2016

Random Forest for the Contextual Bandit Problem.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Decision Tree Algorithms for the Contextual Bandit Problem.

[BibT_eX]

[DOI]

CoRR, 2015

EXP3 with drift detection for the switching bandit problem.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Contextual Bandit for Active Learning: Active Thompson Sampling.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

A Neural Networks Committee for the Contextual Bandit Problem.

[BibT_eX]

[DOI]

Djallel Bouneffouf

Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013

Exploration and exploitation of scratch games.

[BibT_eX]

[DOI]

Tanguy Urvoy

Mach. Learn., 2013

Generic Exploration and K-armed Voting Bandits.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

A stochastic bandit algorithm for scratch games.

[BibT_eX]

[DOI]

Tanguy Urvoy

Proceedings of the 4th Asian Conference on Machine Learning, 2012

2010

The Orange Customer Analysis Platform.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Modelling Complex Data by Learning Which Variable to Construct.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 12th International Conference, 2010

2008

Contact personalization using a score understanding method.

[BibT_eX]

[DOI]

Vincent Lemaire

Nicolas Voisine

Proceedings of the International Joint Conference on Neural Networks, 2008

Vers l'exploitation de grandes masses de données.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

2007

Une méthode d'interprétation de scores.

[BibT_eX]

[DOI]

Vincent Lemaire

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

Vers l'échantillonnage d'un entrepôt de données.

[BibT_eX]

[DOI]

Fabrice Clérot

Proceedings of the Actes des 3èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2007

2006

Driven Forward Features Selection: A Comparative Study on Neural Networks.

[BibT_eX]

[DOI]

Vincent Lemaire

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2002

A methodology to explain neural network classification.

[BibT_eX]

[DOI]

Fabrice Clérot

Neural Networks, 2002

2001

A Fast and Accurate Face Detector Based on Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2001

2000

Kalman and Neural Network Approaches for the Control of a VP Bandwidth in an ATM Network.

[BibT_eX]

[DOI]

Proceedings of the NETWORKING 2000, 2000

A Fast and Accurate Face Detector for Indexation of Face Images.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

1998

MULTRAK: A System for Automatic Multiperson Localization and Tracking in Real-Time.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Panorama: A What I See Is What I Want Contactless Visual Interface.

[BibT_eX]

Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

1997

A Constrained Generative Model Applied to Face Detection.

[BibT_eX]

[DOI]

Neural Process. Lett., 1997

Ensemble and Modular Approaches for Face Detection: A Comparison.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

A Conditional Mixture of Neural Networks for Face Detection, Applied to Locating and Tracking an Individual Speaker.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997

1996

LISTEN: A System for Locating and Tracking Individual Speakers.

[BibT_eX]

[DOI]

Yannick Mahieux