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All publications by Jean-philippe Vert
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The Kendall and Mallows Kernels for Permutations
Yunlong Jiao and Jean-philippe Vert
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Tight convex relaxations for sparse matrix factorization
Emile Richard, Guillaume R. Obozinski and Jean-philippe Vert
Advances in Neural Information Processing Systems 27, 2014


Intersecting singularities for multi-structured estimation
Emile Richard, Francis Bach and Jean-philippe Vert
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Learning Sparse Penalties for Change-point Detection using Max Margin Interval Regression
Toby Hocking, Guillem Rigaill, Jean-philippe Vert and Francis Bach
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Clusterpath: an Algorithm for Clustering using Convex Fusion Penalties
Toby Hocking, Jean-philippe Vert, Armand Joulin and Francis R. Bach
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


On learning with kernels for unordered pairs
Martial Hue and Jean-philippe Vert
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Fast detection of multiple change-points shared by many signals using group LARS
Jean-philippe Vert and Kevin Bleakley
Advances in Neural Information Processing Systems 23, 2010


A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
Jacob Abernethy, Theodoros Evgeniou, Jean-philippe Vert and Francis R. Bach
Journal of Machine Learning Research, 2009


Group lasso with overlap and graph lasso
Laurent Jacob, Jean-philippe Vert and Guillaume R. Obozinski
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


White Functionals for Anomaly Detection in Dynamical Systems
Marco Cuturi, Jean-philippe Vert and Alexandre D'aspremont
Advances in Neural Information Processing Systems 22, 2009


Clustered Multi-Task Learning: A Convex Formulation
Laurent Jacob, Jean-philippe Vert and Francis R. Bach
Advances in Neural Information Processing Systems 21, 2008


Consistency and Convergence Rates of One-Class SVMs and Related Algorithms
Régis Vert and Jean-philippe Vert
Journal of Machine Learning Research, 2006


Consistency of one-class SVM and related algorithms
Régis Vert and Jean-philippe Vert
Advances in Neural Information Processing Systems 18, 2005


Kernels for gene regulatory regions
Jean-philippe Vert, Robert Thurman and William S. Noble
Advances in Neural Information Processing Systems 18, 2005


Semigroup Kernels on Measures
Marco Cuturi, Kenji Fukumizu and Jean-philippe Vert
Journal of Machine Learning Research, 2005


Extensions of marginalized graph kernels
Pierre Mahé, Nobuhisa Ueda, Tatsuya Akutsu, Jean-luc Perret and Jean-philippe Vert
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Semigroup Kernels on Finite Sets
Marco Cuturi and Jean-philippe Vert
Advances in Neural Information Processing Systems 17, 2004


Supervised Graph Inference
Jean-philippe Vert and Yoshihiro Yamanishi
Advances in Neural Information Processing Systems 17, 2004


Graph-Driven Feature Extraction From Microarray Data Using Diffusion Kernels and Kernel CCA
Jean-philippe Vert and Minoru Kanehisa
Advances in Neural Information Processing Systems 15, 2002