World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
37
Citations
9218
World Ranking
10509
National Ranking
258

Overview

Jean-Yves Audibert is affiliated with Capital Fund Management (France), where the primary research focus is based. The affiliation indicates involvement in quantitative finance or related fields typically associated with such institutions.

No recent papers, frequent co-authors, or publication venues are documented for Jean-Yves Audibert in the provided data. There are also no recorded book publications, specific main or subfields of study, or detailed topics of research available.

The absence of listed awards or citations suggests either a focus on applied work or contributions not currently captured in public academic listings.

Despite limited public details, the connection with Capital Fund Management suggests engagement in financial mathematics, statistical learning, or quantitative modeling, common research areas in this context.

Best Publications

  • Exploration-exploitation tradeoff using variance estimates in multi-armed bandits

    Jean-Yves Audibert;Rémi Munos;Csaba Szepesvári

  • Best Arm Identification in Multi-Armed Bandits

    Jean-Yves Audibert;Sébastien Bubeck

  • Structured Variable Selection with Sparsity-Inducing Norms

    Rodolphe Jenatton;Jean-Yves Audibert;Francis Bach

  • General Road Detection From a Single Image

    Hui Kong;Jean-Yves Audibert;Jean Ponce

  • Density-aware person detection and tracking in crowds

    Mikel Rodriguez;Ivan Laptev;Josef Sivic;Jean-Yves Audibert

  • Minimax policies for adversarial and stochastic bandits

    Jean-Yves Audibert;Sébastien Bubeck

  • Fast learning rates for plug-in classifiers

    Jean-Yves Audibert;Alexandre B. Tsybakov

  • From graphs to manifolds – weak and strong pointwise consistency of graph laplacians

    Matthias Hein;Jean-Yves Audibert;Ulrike von Luxburg

  • Vanishing point detection for road detection

    Hui Kong;Jean-Yves Audibert;Jean Ponce

  • Graph Laplacians and their Convergence on Random Neighborhood Graphs

    Matthias Hein;Jean-Yves Audibert;Ulrike von Luxburg

  • Data-driven crowd analysis in videos

    Mikel Rodriguez;Josef Sivic;Ivan Laptev;Jean-Yves Audibert

  • Empirical Bernstein stopping

    Volodymyr Mnih;Csaba Szepesvári;Jean-Yves Audibert

  • Intrinsic dimensionality estimation of submanifolds in Rd

    Matthias Hein;Jean-Yves Audibert

  • Regret in Online Combinatorial Optimization

    Jean-Yves Audibert;Sébastien Bubeck;Gábor Lugosi

  • Regret Bounds and Minimax Policies under Partial Monitoring

    Jean-Yves Audibert;Sébastien Bubeck

  • Tuning Bandit Algorithms in Stochastic Environments

    Jean-Yves Audibert;Rémi Munos;Csaba Szepesvári

  • Robust linear least squares regression

    Jean-Yves Audibert;Olivier Catoni

  • Semantic hierarchies for image annotation: A survey

    Anne-Marie Tousch;StéPhane Herbin;Jean-Yves Audibert

  • Algorithms for Infinitely Many-Armed Bandits

    Yizao Wang;Jean-yves Audibert;Rémi Munos

  • Fast learning rates in statistical inference through aggregation

    Jean-Yves Audibert

  • Fast learning rates for plug-in classifiers under the margin condition

    Jean-Yves Audibert;Alexandre B. Tsybakov

Frequent Co-Authors

Renaud Keriven
Renaud Keriven Université Paris Cité
Rémi Munos
Rémi Munos French Institute for Research in Computer Science and Automation - INRIA
Sébastien Bubeck
Sébastien Bubeck Microsoft (United States)
Jean Ponce
Jean Ponce École Normale Supérieure
Csaba Szepesvári
Csaba Szepesvári University of Alberta
Gábor Lugosi
Gábor Lugosi Pompeu Fabra University
Matthias Hein
Matthias Hein University of Tübingen
Francis Bach
Francis Bach École Normale Supérieure
Josef Sivic
Josef Sivic Czech Technical University in Prague
Ulrike von Luxburg
Ulrike von Luxburg University of Tübingen

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Best Scientists Citing Jean-Yves Audibert