Publications

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Publications of year 2009

Thesis

  • F. Bach. Methodes parcimonieuses pour l'apprentissage statistique. Habilitation a Diriger les Recherches (HDR), Ecole Normale Superieure de Cachan (ENS), January 2009.


Articles in journal or book chapters

  • S. Arlot. Model selection by resampling penalization. Electron. J. Statist., 3:557-624, 2009.


  • S. Arlot and P. Massart. Data-driven calibration of penalties for least-squares regression. Journal of Machine Learning Research, 10:245-279, 2009.


  • J.-Y. Audibert. Fast learning rates in statistical inference through aggregation. Annals of Statistics, 37(4):1591-1646, 2009.


  • F. Bach. High-dimensional non-linear variable selection through hierarchical kernel learning. Arxiv preprint arXiv:0909.0844, 2009.


  • J. Desmars, S. Arlot, J.-E. Arlot, V. Lainey, and A. Vienne. Estimating the accuracy of satellite ephemerides using the bootstrap method. Astronomy and Astrophysics, 499(1):321-330, 2009.


  • M. Everingham, J. Sivic, and A. Zisserman. Taking the Bite out of Automated Naming of Characters in TV Video. Image and Video Computing, 27(5):545-559, 2009.


  • K. Fukumizu, F. Bach, and M. I. Jordan. Kernel dimension reduction in regression. Annals of Statistics, 37(4):1871-1905, 2009.


  • Y. Furukawa and J. Ponce. Accurate Camera Calibration from Multi-View Stereo and Bundle Adjustment. International Journal of Computer Vision, 84(3):257-268, 2009.


  • Y. Furukawa and J. Ponce. Carved Visual Hulls for Image-Based Modeling. International Journal of Computer Vision, 81(1):53-67, 2009.


  • J. Ponce. Comment donner un sens à l'image numérique. La Recherche, November 2009.


  • J. Sivic and A. Zisserman. Efficient visual search of videos cast as text retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(4):591-606, 2009.


  • M. Zaslavskiy, F. Bach, and J.-P. Vert. A path following algorithm for the graph matching problem. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(12):2227-2242, 2009.


Conference articles

  • S. Arlot and F. Bach. Data-driven calibration of linear estimators with minimal penalties. In Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, editors, Advances in Neural Information Processing Systems 22, pages 46-54, 2009. Note: Long version: arXiv:0909.1884.


  • J.-Y. Audibert and S. Bubeck. Minimax policies for adversarial and stochastic bandits. In Conference on Learning Theory, June 2009.


  • E. Dexter, P Pérez, and I. Laptev. Multi-View Synchronization of Human Actions and Dynamic Scenes. In British Machine Vision Conference, 2009.


  • O. Duchenne, F. Bach, I. Kweon, and J. Ponce. A Tensor-Based Algorithm for High-Order Graph Matching. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • O. Duchenne, I. Laptev, J. Sivic, F. Bach, and J. Ponce. Automatic Annotation of Human Actions in Video. In International Conference on Computer Vision, 2009.


  • Y. Furukawa and J. Ponce. Dense 3D Motion Capture for Human Faces. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • H. Kong, J.-Y. Audibert, and J. Ponce. Vanishing Point Detection for Road Detection. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • J. Mairal, F. Bach, J. Ponce, and G. Sapiro. Online Dictionary Learning for Sparse Coding. In International Conference on Machine Learning, 2009.


  • J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman. Non-local Sparse Models for Image Restoration. In International Conference on Computer Vision, 2009.


  • M. Marsza\lek, I. Laptev, and C. Schmid. Actions in Context. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • J. Ponce. What is a camera?. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • B. Russel and A. Torralba. Building a database of 3D scenes from user annotations. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • B.C. Russell, A. Efros, J. Sivic, W.T. Freeman, and A. Zisserman. Segmenting Scenes by Matching Image Composites. In , 2009.


  • J. Sivic, M. Everingham, and A. Zisserman. ``Who are you?'': Learning person specific classifiers from video. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • H. Wang, M.M. Ullah, A. Kläser, I. Laptev, and C. Schmid. Evaluation of local spatio-temporal features for action recognition. In British Machine Vision Conference, 2009.


  • O. Whyte, J. Sivic, and A. Zisserman. Get Out of my Picture! Internet-based Inpainting. In British Machine Vision Conference, 2009.



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