Romaric Gaudel

34 papers A* 5A 2B 3Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Mosaic Learning: A Framework for Decentralized Learning with Model Fragmentation. CoRR Sayan Biswas, Davide Frey, Romaric Gaudel, Nirupam Gupta, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani, Martijn de Vos
2025	J	`jnl`	Efficient Matroid Bandit Linear Optimization Leveraging Unimodality. CoRR Aurélien Delage, Romaric Gaudel
2025	J	`jnl`	Low-Cost Privacy-Preserving Decentralized Learning. Proc. Priv. Enhancing Technol. Sayan Biswas, Davide Frey, Romaric Gaudel, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani
2025	A	`conf`	Plausible Conditional Generation-Based Counterfactual Explanations for Multivariate Times Series Classification. ECAI Paul Sevellec, Elisa Fromont, Romaric Gaudel, Laurence Rozé, Matteo Sammarco
2025	J	`jnl`	Unified Privacy Guarantees for Decentralized Learning via Matrix Factorization. CoRR Aurélien Bellet, Edwige Cyffers, Davide Frey, Romaric Gaudel, Dimitri Lerévérend, François Taïani
2024	J	`jnl`	Low-Cost Privacy-Aware Decentralized Learning. CoRR Sayan Biswas, Davide Frey, Romaric Gaudel, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani
2024	A*	`conf`	Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. AAAI Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier
2023	J	`jnl`	Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. CoRR Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier
2022	J	`jnl`	UniRank: Unimodal Bandit Algorithm for Online Ranking. CoRR Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
2022	A*	`conf`	UniRank: Unimodal Bandit Algorithms for Online Ranking. ICML Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
2022	J	`jnl`	Unimodal Mono-Partite Matching in a Bandit Setting. CoRR Romaric Gaudel, Matthieu Rodet
2022	B	`conf`	s-LIME: Reconciling Locality and Fidelity in Linear Explanations. IDA Romaric Gaudel, Luis Galárraga, Julien Delaunay, Laurence Rozé, Vaishnavi Bhargava
2022	J	`jnl`	s-LIME: Reconciling Locality and Fidelity in Linear Explanations. CoRR Romaric Gaudel, Luis Galárraga, Julien Delaunay, Laurence Rozé, Vaishnavi Bhargava
2021	B	`conf`	Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages. IDA Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
2021	A*	`conf`	Parametric Graph for Unimodal Ranking Bandit. ICML Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont, Boammani Aser Lompo
2020	J	`jnl`	Position-Based Multiple-Play Bandits with Thompson Sampling. CoRR Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
2017	—	`conf`	Kernalized Collaborative Contextual Bandits. RecSys Posters Leonardo Cella, Romaric Gaudel, Paolo Cremonesi
2016	J	`jnl`	Hybrid Collaborative Filtering with Neural Networks. CoRR Florian Strub, Jérémie Mary, Romaric Gaudel
2016	—	`conf`	Hybrid Recommender System based on Autoencoders. DLRS@RecSys Florian Strub, Romaric Gaudel, Jérémie Mary
2016	J	`jnl`	Hybrid Recommender System based on Autoencoders. CoRR Florian Strub, Jérémie Mary, Romaric Gaudel
2016	—	`conf`	Large-Scale Bandit Recommender System. MOD Frédéric Guillou, Romaric Gaudel, Philippe Preux
2016	—	`conf`	Scalable Explore-Exploit Collaborative filtering. PACIS Frédéric Guillou, Romaric Gaudel, Philippe Preux
2016	—	`conf`	Sequential Collaborative Ranking Using (No-)Click Implicit Feedback. ICONIP (2) Frédéric Guillou, Romaric Gaudel, Philippe Preux
2015	J	`jnl`	AUC Optimisation and Collaborative Filtering. CoRR Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
2015	—	`conf`	Bandits and Recommender Systems. MOD Jérémie Mary, Romaric Gaudel, Philippe Preux
2015	A*	`conf`	Collaborative Filtering with Localised Ranking. AAAI Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
2014	J	`jnl`	Bandits Warm-up Cold Recommender Systems. CoRR Jérémie Mary, Romaric Gaudel, Philippe Preux
2014	J	`jnl`	Efficient eigen-updating for spectral graph clustering. Neurocomputing Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
2014	A	`conf`	Online Matrix Completion Through Nuclear Norm Regularisation. SDM Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
2011	—	`conf`	Clustering Rankings in the Fourier Domain. ECML/PKDD (1) Stéphan Clémençon, Romaric Gaudel, Jérémie Jakubowicz
2010	—	`conf`	A Principled Method for Exploiting Opening Books. Computers and Games Romaric Gaudel, Jean-Baptiste Hoock, Julien Perez, Nataliya Sokolovska, Olivier Teytaud
2010	A*	`conf`	Feature Selection as a One-Player Game. ICML Romaric Gaudel, Michèle Sebag
2010	—	`—`	Paramètres d'ordre et sélection de modèles en apprentissage : caractérisation des modèles et sélection d'attributs. (Order parameters and model selection in Machine Learning: model charaterization and Feature Selection). Romaric Gaudel
2007	B	`conf`	A Phase Transition-Based Perspective on Multiple Instance Kernels. ILP Romaric Gaudel, Michèle Sebag, Antoine Cornuéjols