2009 |
18 | EE | Jean-Yves Audibert,
Rémi Munos,
Csaba Szepesvári:
Exploration-exploitation tradeoff using variance estimates in multi-armed bandits.
Theor. Comput. Sci. 410(19): 1876-1902 (2009) |
2008 |
17 | EE | Hichem Sahbi,
Jean-Yves Audibert,
Jaonary Rabarisoa,
Renaud Keriven:
Context-dependent kernel design for object matching and recognition.
CVPR 2008 |
16 | EE | Hichem Sahbi,
Patrick Etyngier,
Jean-Yves Audibert,
Renaud Keriven:
Manifold learning using robust Graph Laplacian for interactive image search.
CVPR 2008 |
15 | EE | Olivier Duchenne,
Jean-Yves Audibert,
Renaud Keriven,
Jean Ponce,
Florent Ségonne:
Segmentation by transduction.
CVPR 2008 |
14 | EE | Volodymyr Mnih,
Csaba Szepesvári,
Jean-Yves Audibert:
Empirical Bernstein stopping.
ICML 2008: 672-679 |
13 | EE | Hichem Sahbi,
Jean-Yves Audibert,
Jaonary Rabarisoa,
Renaud Keriven:
Robust matching and recognition using context-dependent kernels.
ICML 2008: 856-863 |
12 | EE | Anne-Marie Tousch,
Stéphane Herbin,
Jean-Yves Audibert:
Semantic lattices for multiple annotation of images.
Multimedia Information Retrieval 2008: 342-349 |
11 | EE | Yizao Wang,
Jean-Yves Audibert,
Rémi Munos:
Algorithms for Infinitely Many-Armed Bandits.
NIPS 2008: 1729-1736 |
2007 |
10 | EE | Jean-Yves Audibert,
Rémi Munos,
Csaba Szepesvári:
Tuning Bandit Algorithms in Stochastic Environments.
ALT 2007: 150-165 |
9 | EE | Hichem Sahbi,
Jean-Yves Audibert,
Renaud Keriven:
Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval.
ICCV 2007: 1-8 |
8 | EE | Amir Massoud Farahmand,
Csaba Szepesvári,
Jean-Yves Audibert:
Manifold-adaptive dimension estimation.
ICML 2007: 265-272 |
7 | EE | Jean-Yves Audibert:
Progressive mixture rules are deviation suboptimal.
NIPS 2007 |
2006 |
6 | EE | Jean-Yves Audibert:
A Randomized Online Learning Algorithm for Better Variance Control.
COLT 2006: 392-407 |
5 | EE | Patrick Etyngier,
Nikos Paragios,
Renaud Keriven,
Yakup Genc,
Jean-Yves Audibert:
Radon space and Adaboost for Pose Estimation.
ICPR (1) 2006: 421-424 |
4 | EE | Matthias Hein,
Jean-Yves Audibert,
Ulrike von Luxburg:
Graph Laplacians and their convergence on random neighborhood graphs
CoRR abs/math/0608522: (2006) |
2005 |
3 | EE | Matthias Hein,
Jean-Yves Audibert,
Ulrike von Luxburg:
From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians.
COLT 2005: 470-485 |
2 | EE | Matthias Hein,
Jean-Yves Audibert:
Intrinsic dimensionality estimation of submanifolds in Rd.
ICML 2005: 289-296 |
2003 |
1 | EE | Jean-Yves Audibert,
Olivier Bousquet:
PAC-Bayesian Generic Chaining.
NIPS 2003 |