Jean-Yves Audibert

Theor. Comput. Sci., 2014

Regret in Online Combinatorial Optimization.

[BibT_eX]

[DOI]

Gábor Lugosi

Math. Oper. Res., 2014

2013

Lower bounds and selectivity of weak-consistent policies in stochastic multi-armed bandit problem.

[BibT_eX]

[DOI]

Antoine Salomon

Issam El Alaoui

J. Mach. Learn. Res., 2013

2012

Semantic hierarchies for image annotation: A survey.

[BibT_eX]

[DOI]

Anne-Marie Tousch

Stéphane Herbin

Pattern Recognit., 2012

Efficient and Scalable 4th-Order Match Propagation.

[BibT_eX]

[DOI]

David Ok

Renaud Marlet

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Context-Dependent Kernels for Object Classification.

[BibT_eX]

[DOI]

Hichem Sahbi

Renaud Keriven

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Structured Variable Selection with Sparsity-Inducing Norms.

[BibT_eX]

[DOI]

Rodolphe Jenatton

Francis R. Bach

J. Mach. Learn. Res., 2011

Minimax Policies for Combinatorial Prediction Games.

[BibT_eX]

[DOI]

Gábor Lugosi

Proceedings of the COLT 2011, 2011

Data-driven crowd analysis in videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Density-aware person detection and tracking in crowds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Deviations of Stochastic Bandit Regret.

[BibT_eX]

[DOI]

Antoine Salomon

Proceedings of the Algorithmic Learning Theory - 22nd International Conference, 2011

2010

General Road Detection From a Single Image.

[BibT_eX]

[DOI]

Hui Kong

Jean Ponce

IEEE Trans. Image Process., 2010

Detecting Abandoned Objects With a Moving Camera.

[BibT_eX]

[DOI]

Hui Kong

Jean Ponce

IEEE Trans. Image Process., 2010

Regret Bounds for Gaussian Process Bandit Problems.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Regret Bounds and Minimax Policies under Partial Monitoring.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2010

Some links between extremum spanning forests, watersheds and min-cuts.

[BibT_eX]

[DOI]

Image Vis. Comput., 2010

Network-dependent kernels for image ranking.

[BibT_eX]

[DOI]

Hichem Sahbi

Proceedings of the International Conference on Image Processing, 2010

Best Arm Identification in Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the COLT 2010, 2010

2009

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

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2009

Workshop summary: On-line learning with limited feedback.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Vanishing point detection for road detection.

[BibT_eX]

[DOI]

Hui Kong

Jean Ponce

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Minimax Policies for Adversarial and Stochastic Bandits.

[BibT_eX]

[DOI]

Proceedings of the COLT 2009, 2009

Transductive Segmentation of Textured Meshes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2009

2008

Algorithms for Infinitely Many-Armed Bandits.

[BibT_eX]

[DOI]

Yizao Wang

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Semantic lattices for multiple annotation of images.

[BibT_eX]

[DOI]

Anne-Marie Tousch

Stéphane Herbin

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Robust matching and recognition using context-dependent kernels.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

Empirical Bernstein stopping.

[BibT_eX]

[DOI]

Volodymyr Mnih

Proceedings of the Machine Learning, 2008

Graph laplacian for interactive image retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Manifold learning using robust Graph Laplacian for interactive image search.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Context-dependent kernel design for object matching and recognition.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Segmentation by transduction.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Object recognition and retrieval by context dependent similarity kernels.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007

Graph Laplacians and their Convergence on Random Neighborhood Graphs.

[BibT_eX]

[DOI]

Matthias Hein

Ulrike von Luxburg

J. Mach. Learn. Res., 2007

Combining PAC-Bayesian and Generic Chaining Bounds.

[BibT_eX]

[DOI]

Olivier Bousquet

J. Mach. Learn. Res., 2007

Progressive mixture rules are deviation suboptimal.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Some links between min-cuts, optimal spanning forests and watersheds.

[BibT_eX]

Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Manifold-adaptive dimension estimation.

[BibT_eX]

[DOI]

Amir Massoud Farahmand

Proceedings of the Machine Learning, 2007

Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval.

[BibT_eX]

[DOI]

Hichem Sahbi

Renaud Keriven

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Tuning Bandit Algorithms in Stochastic Environments.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 18th International Conference, 2007

2006

Radon space and Adaboost for Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Randomized Online Learning Algorithm for Better Variance Control.

[BibT_eX]

[DOI]

Proceedings of the Learning Theory, 19th Annual Conference on Learning Theory, 2006

2005

Intrinsic dimensionality estimation of submanifolds in R<sup>d</sup>.

[BibT_eX]

[DOI]

Matthias Hein

Proceedings of the Machine Learning, 2005

From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians.

[BibT_eX]

[DOI]

Matthias Hein

Ulrike von Luxburg

Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005

2003

PAC-Bayesian Generic Chaining.

[BibT_eX]

[DOI]