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145 documents ordered by : Date Title first author name document type Submit date

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Rényi Divergence and Kullback-Leibler Divergence Van Erven T., Harremoës P. (12/06/2012) [hal-00758191 - version 1]

Tree-walk kernels for computer vision Harchaoui Z., Bach F. Dans Image Processing and Analysis with Graphs: Theory and Practice, CRC Press (Ed.) (2012) 499-525 [hal-00756815 - version 1]

A Generalized Kernel Approach to Structured Output Learning Kadri H., Ghavamzadeh M., Preux P. Dans International Conference on Machine Learning (ICML) (2013) [hal-00695631 - version 1]

Convex Relaxation for Combinatorial Penalties Obozinski G., Bach F. [hal-00694765 - version 1]

Mixability is Bayes Risk Curvature Relative to Log Loss Van Erven T., D. Reid M., C. Williamson R. Journal of Machine Learning Research, special issue on Inductive Logic Programming, 13 (2012) 1639−1663 [hal-00758204 - version 1]

Lifted coordinate descent for learning with trace-norm regularization Dudik M., Harchaoui Z., Malick J. Dans AISTATS - Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics - 2012 22 (2012) 327-336 [hal-00756802 - version 1]

Multiple Operator-valued Kernel Learning Kadri H., Rakotomamonjy A., Bach F., Preux P. Dans Neural Information Processing Systems (NIPS) (2012) [hal-00677012 - version 2]

Off-policy Learning in Large-scale POMDP-based Dialogue Systems Daubigney L., Geist M., Pietquin O. In ICASSP 2012 (2012) 4989-4992 [hal-00684819 - version 1]

Reducing statistical time-series problems to binary classification Ryabko D., Mary J. Dans NIPS (2012) 2069--2077 [hal-00675637 - version 4]

Analysis of electrodes' placement and deformation in deep brain stimulation from medical images Mehri M., Lalys F., Maumet C., Haegelen C., Jannin P. Dans SPIE medical imaging (2012) 8316-32 [inserm-00669674 - version 1]