Raphaël Féraud

57 papers A* 7A 2B 8C 3Misc 3Journal 18Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decentralized multi-agent multi-armed bandits for smart electric vehicles charging. Eng. Appl. Artif. Intell. Sharyal Zafar, Raphaël Féraud, Anne Blavette, Guy Camilleri, Hamid Ben Ahmed
2026	A*	`conf`	Multi-Armed Bandits Meet Large Language Models. AAAI Djallel Bouneffouf, Raphaël Féraud
2025	—	`conf`	Multi-Armed Bandit with Sparse and Noisy Feedback. ICASSP Workshops Djallel Bouneffouf, Raphaël Féraud, Baihan Lin
2025	J	`jnl`	Multi-Armed Bandits Meet Large Language Models. CoRR Djallel Bouneffouf, Raphaël Féraud
2024	A*	`conf`	A Tutorial on Multi-Armed Bandit Applications for Large Language Models. KDD Djallel Bouneffouf, Raphaël Féraud
2024	—	`conf`	Recharge intelligente décentralisée de véhicules électriques à l'aide d'un système multi-agent adaptatif utilisant des bandits manchots. JFSMA Sharyal Zafar, Raphaël Féraud, Anne Blavette, Guy Camilleri, Hamid Ben Ahmed
2024	—	`conf`	Training Data Generation Strategies for Data-driven Security Assessment of Low Voltage Smart Grids. ISGT EUROPE Juan J. Cuenca, Emanuel Aldea, Eloann Le Guern-Dall'o, Raphaël Féraud, Guy Camilleri, Anne Blavette
2023	J	`jnl`	Decentralized Smart Charging of Large-Scale EVs using Adaptive Multi-Agent Multi-Armed Bandits. CoRR Sharyal Zafar, Raphaël Féraud, Anne Blavette, Guy Camilleri, Hamid Ben Ahmed
2023	J	`jnl`	Massive multi-player multi-armed bandits for IoT networks: An application on LoRa networks. Ad Hoc Networks Hiba Dakdouk, Raphaël Féraud, Nadège Varsier, Patrick Maillé, Romain Laroche
2023	—	`book`	On the relevance of bandit algorithms in digital world. Raphaël Féraud
2023	Misc	`conf`	Question Answering System with Sparse and Noisy Feedback. ICASSP Djallel Bouneffouf, Oznur Alkan, Raphaël Féraud, Baihan Lin
2021	J	`jnl`	Batched Bandits with Crowd Externalities. CoRR Romain Laroche, Othmane Safsafi, Raphaël Féraud, Nicolas Broutin
2021	Misc	`conf`	Double-Linear Thompson Sampling for Context-Attentive Bandits. ICASSP Djallel Bouneffouf, Raphaël Féraud, Sohini Upadhyay, Yasaman Khazaeni, Irina Rish
2021	—	`conf`	Horizontal Scaling in Cloud Using Contextual Bandits. Euro-Par David Delande, Patricia Stolf, Raphaël Féraud, Jean-Marc Pierson, André Bottaro
2021	A*	`conf`	Toward Optimal Solution for the Context-Attentive Bandit Problem. IJCAI Djallel Bouneffouf, Raphaël Féraud, Sohini Upadhyay, Irina Rish, Yasaman Khazaeni
2021	Misc	`conf`	Toward Skills Dialog Orchestration with Online Learning. ICASSP Djallel Bouneffouf, Raphaël Féraud, Sohini Upadhyay, Mayank Agarwal, Yasaman Khazaeni, Irina Rish
2020	C	`conf`	Collaborative Exploration in Stochastic Multi-Player Bandits. ACML Hiba Dakdouk, Raphaël Féraud, Nadège Varsier, Patrick Maillé
2020	J	`jnl`	Double-Linear Thompson Sampling for Context-Attentive Bandits. CoRR Djallel Bouneffouf, Raphaël Féraud, Sohini Upadhyay, Yasaman Khazaeni, Irina Rish
2020	A*	`conf`	Restarted Bayesian Online Change-point Detector achieves Optimal Detection Delay. ICML Réda Alami, Odalric Maillard, Raphaël Féraud
2019	A*	`conf`	Decentralized Exploration in Multi-Armed Bandits. ICML Raphaël Féraud, Réda Alami, Romain Laroche
2018	J	`jnl`	Decentralized Exploration in Multi-Armed Bandits. CoRR Raphaël Féraud, Réda Alami, Romain Laroche
2018	—	`conf`	Node-based optimization of LoRa transmissions with Multi-Armed Bandit algorithms. ICT Raouf Kerkouche, Réda Alami, Raphaël Féraud, Nadège Varsier, Patrick Maillé
2018	—	`conf`	Reinforcement Learning Algorithm Selection. ICLR (Poster) Romain Laroche, Raphaël Féraud
2018	A	`conf`	Reinforcement Learning Techniques for Optimized Channel Hopping in IEEE 802.15.4-TSCH Networks. MSWiM Hiba Dakdouk, Erika Tarazona, Réda Alami, Raphaël Féraud, Georgios Z. Papadopoulos, Patrick Maillé
2017	J	`jnl`	Algorithm selection of off-policy reinforcement learning algorithm. CoRR Romain Laroche, Raphaël Féraud
2017	A*	`conf`	Context Attentive Bandits: Contextual Bandit with Restricted Context. IJCAI Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi, Raphaël Féraud
2017	J	`jnl`	Context Attentive Bandits: Contextual Bandit with Restricted Context. CoRR Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi, Raphaël Féraud
2017	B	`conf`	Selection of learning experts. IJCNN Robin Allesiardo, Raphaël Féraud
2017	J	`jnl`	The non-stationary stochastic multi-armed bandit problem. Int. J. Data Sci. Anal. Robin Allesiardo, Raphaël Féraud, Odalric-Ambrym Maillard
2016	J	`jnl`	Multi-armed bandit problem with known trend. Neurocomputing Djallel Bouneffouf, Raphaël Féraud
2016	A	`conf`	Random Forest for the Contextual Bandit Problem. AISTATS Raphaël Féraud, Robin Allesiardo, Tanguy Urvoy, Fabrice Clérot
2016	J	`jnl`	Random Shuffling and Resets for the Non-stationary Stochastic Bandit Problem. CoRR Robin Allesiardo, Raphaël Féraud, Odalric-Ambrym Maillard
2015	J	`jnl`	Decision Tree Algorithms for the Contextual Bandit Problem. CoRR Raphaël Féraud, Robin Allesiardo, Tanguy Urvoy, Fabrice Clérot
2015	B	`conf`	EXP3 with drift detection for the switching bandit problem. DSAA Robin Allesiardo, Raphaël Féraud
2014	—	`conf`	A Neural Networks Committee for the Contextual Bandit Problem. ICONIP (1) Robin Allesiardo, Raphaël Féraud, Djallel Bouneffouf
2014	J	`jnl`	A Neural Networks Committee for the Contextual Bandit Problem. CoRR Robin Allesiardo, Raphaël Féraud, Djallel Bouneffouf
2014	—	`conf`	Contextual Bandit for Active Learning: Active Thompson Sampling. ICONIP (1) Djallel Bouneffouf, Romain Laroche, Tanguy Urvoy, Raphaël Féraud, Robin Allesiardo
2013	J	`jnl`	Exploration and exploitation of scratch games. Mach. Learn. Raphaël Féraud, Tanguy Urvoy
2013	—	`conf`	Generic Exploration and K-armed Voting Bandits. ICML (2) Tanguy Urvoy, Fabrice Clérot, Raphaël Féraud, Sami Naamane
2012	C	`conf`	A stochastic bandit algorithm for scratch games. ACML Raphaël Féraud, Tanguy Urvoy
2010	B	`conf`	Modelling Complex Data by Learning Which Variable to Construct. DaWak Françoise Fessant, Aurélie Le Cam, Marc Boullé, Raphaël Féraud
2010	A*	`conf`	The Orange Customer Analysis Platform. ICDM Raphaël Féraud, Marc Boullé, Fabrice Clérot, Françoise Fessant, Vincent Lemaire
2008	B	`conf`	Contact personalization using a score understanding method. IJCNN Vincent Lemaire, Raphaël Féraud, Nicolas Voisine
2008	—	`conf`	Vers l'exploitation de grandes masses de données. EGC Raphaël Féraud, Marc Boullé, Fabrice Clérot, Françoise Fessant
2007	—	`conf`	Une méthode d'interprétation de scores. EGC Vincent Lemaire, Raphaël Féraud
2007	—	`conf`	Vers l'échantillonnage d'un entrepôt de données. EDA Raphaël Féraud, Fabrice Clérot
2006	—	`conf`	Driven Forward Features Selection: A Comparative Study on Neural Networks. ICONIP (2) Vincent Lemaire, Raphaël Féraud
2002	J	`jnl`	A methodology to explain neural network classification. Neural Networks Raphaël Féraud, Fabrice Clérot
2001	J	`jnl`	A Fast and Accurate Face Detector Based on Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Raphaël Féraud, Olivier Bernier, Jean-Emmanuel Viallet, Michel Collobert
2000	B	`conf`	A Fast and Accurate Face Detector for Indexation of Face Images. FG Raphaël Féraud, Olivier Bernier, Jean-Emmanuel Viallet, Michel Collobert
2000	B	`conf`	Kalman and Neural Network Approaches for the Control of a VP Bandwidth in an ATM Network. NETWORKING Raphaël Féraud, Fabrice Clérot, Jean-Louis Simon, Daniel Pallou, Cyril Labbé, Serge Martin
1998	—	`conf`	MULTRAK: A System for Automatic Multiperson Localization and Tracking in Real-Time. ICIP (1) Olivier Bernier, Michel Collobert, Raphaël Féraud, Vincent Lemaire, Jean-Emmanuel Viallet, Daniel Collobert
1998	B	`conf`	Panorama: A What I See Is What I Want Contactless Visual Interface. FG Jean-Emmanuel Viallet, Michel Collobert, Raphaël Féraud, Olivier Bernier
1997	C	`conf`	A Conditional Mixture of Neural Networks for Face Detection, Applied to Locating and Tracking an Individual Speaker. CAIP Raphaël Féraud, Olivier Bernier, Jean-Emmanuel Viallet, Michel Collobert, Daniel Collobert
1997	J	`jnl`	A Constrained Generative Model Applied to Face Detection. Neural Process. Lett. Raphaël Féraud, Olivier Bernier, Daniel Collobert
1997	—	`conf`	Ensemble and Modular Approaches for Face Detection: A Comparison. NIPS Raphaël Féraud, Olivier Bernier
1996	B	`conf`	LISTEN: A System for Locating and Tracking Individual Speakers. FG Michel Collobert, Raphaël Féraud, G. Le Tourneur, Olivier Bernier, Jean-Emmanuel Viallet, Yannick Mahieux, Daniel Collobert