Romaric Gaudel

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 18

Top Venues

CoRR

IDA

ICML

MOD

University of Paris-Sud, Orsay, France (PHD)

Education History

University of Paris-Sud, Orsay, France

PHD

Publications

Sayan Biswas, Davide Frey, Romaric Gaudel, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani
Low-Cost Privacy-Aware Decentralized Learning. CoRR (2024)
Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. AAAI (2024)
Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. CoRR (2023)
Romaric Gaudel, Luis Galárraga, Julien Delaunay, Laurence Rozé, Vaishnavi Bhargava
s-LIME: Reconciling Locality and Fidelity in Linear Explanations. IDA (2022)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
UniRank: Unimodal Bandit Algorithms for Online Ranking. ICML (2022)
Romaric Gaudel, Luis Galárraga, Julien Delaunay, Laurence Rozé, Vaishnavi Bhargava
s-LIME: Reconciling Locality and Fidelity in Linear Explanations. CoRR (2022)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
UniRank: Unimodal Bandit Algorithm for Online Ranking. CoRR (2022)
Romaric Gaudel, Matthieu Rodet
Unimodal Mono-Partite Matching in a Bandit Setting. CoRR (2022)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages. IDA (2021)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont, Boammani Aser Lompo
Parametric Graph for Unimodal Ranking Bandit. ICML (2021)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
Position-Based Multiple-Play Bandits with Thompson Sampling. CoRR (2020)
Leonardo Cella, Romaric Gaudel, Paolo Cremonesi
Kernalized Collaborative Contextual Bandits. RecSys Posters (2017)
Florian Strub, Jérémie Mary, Romaric Gaudel
Hybrid Recommender System based on Autoencoders. CoRR (2016)
Frédéric Guillou, Romaric Gaudel, Philippe Preux
Scalable Explore-Exploit Collaborative filtering. PACIS (2016)
Florian Strub, Romaric Gaudel, Jérémie Mary
Hybrid Recommender System based on Autoencoders. DLRS@RecSys (2016)
Florian Strub, Jérémie Mary, Romaric Gaudel
Hybrid Collaborative Filtering with Neural Networks. CoRR (2016)
Frédéric Guillou, Romaric Gaudel, Philippe Preux
Large-Scale Bandit Recommender System. MOD (2016)
Frédéric Guillou, Romaric Gaudel, Philippe Preux
Sequential Collaborative Ranking Using (No-)Click Implicit Feedback. ICONIP (2) (2016)
Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
Collaborative Filtering with Localised Ranking. AAAI (2015)
Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
AUC Optimisation and Collaborative Filtering. CoRR (2015)
Jérémie Mary, Romaric Gaudel, Philippe Preux
Bandits and Recommender Systems. MOD (2015)
Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
Efficient eigen-updating for spectral graph clustering. Neurocomputing 131 (2014)
Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
Online Matrix Completion Through Nuclear Norm Regularisation. SDM (2014)
Jérémie Mary, Romaric Gaudel, Philippe Preux
Bandits Warm-up Cold Recommender Systems. CoRR (2014)
Stéphan Clémençon, Romaric Gaudel, Jérémie Jakubowicz
Clustering Rankings in the Fourier Domain. ECML/PKDD (1) (2011)
Romaric Gaudel, Jean-Baptiste Hoock, Julien Perez, Nataliya Sokolovska, Olivier Teytaud
A Principled Method for Exploiting Opening Books. Computers and Games (2010)
Romaric Gaudel, Michèle Sebag
Feature Selection as a One-Player Game. ICML (2010)
Romaric Gaudel, Michèle Sebag, Antoine Cornuéjols
A Phase Transition-Based Perspective on Multiple Instance Kernels. ILP (2007)

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Publication Activity (10 Years)

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Romaric Gaudel