PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Francis Bach

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Number of EPrints submitted by this user: 16

DIFFRAC : a discriminative and flexible framework for clustering
Francis Bach and Zaid Harchaoui
Advances in Neural Information Processing Systems (NIPS) Volume 20, 2007.

Optimal solutions for sparse principal component analysis
Alexandre d'Aspremont, Francis Bach and Laurent El Ghaoui
Journal of Machine Learning Research 2007.

Consistency of the group Lasso and multiple kernel learning
Francis Bach
Journal of Machine Learning Research 2007.

Consistency of trace norm minimization
Francis Bach
Journal of Machine Learning Research 2007.

Testing for Homogeneity with Kernel Fisher Discriminant Analysis
Zaid Harchaoui, Francis Bach and Eric Moulines
In: NIPS 2007, December 2007, Vancouver, Canada.

Bolasso: model consistent Lasso estimation through the bootstrap.
Francis Bach
In: ICML 2008, Helsinki, Finland(2008).

Graph kernels between point clouds
Francis Bach
In: ICML 2008, Helsinki, Finland(2008).

Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation
Julien Mairal, Marius Leordeanu, Francis Bach, Martial Hebert and Jean Ponce
In: ECCV 2008, Marseille, France(2008).

SimpleMKL
Alain Rakotomamonjy, Francis Bach, Yves Grandvalet and Stephane Canu
Journal of Machine Learning Research Volume 9, pp. 2491-2521, 2008.

Sparse probabilistic projections
Cedric Archambeau and Francis Bach
In: NIPS 2008, Vancouver, Canada(2009).

Kernel change-point analysis
Zaid Harchaoui, Francis Bach and Eric Moulines
In: NIPS 2008, Vancouver, Canada(2009).

Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning
Francis Bach
In: NIPS 2008(2009).

Supervised Dictionary Learning
Julien Mairal, Francis Bach, Jean Ponce, Andrew Zisserman and Guillermo Sapiro
In: NIPS 2008(2009).

Clustered Multi-Task Learning: A Convex Formulation
Laurent jacob, Francis Bach and Jean-Philippe Vert
In: NIPS 2008(2009).

Online dictionary learning for sparse coding.
Julien Mairal, Francis Bach, Guillermo Sapiro and Jean Ponce
In: ICML 2009, Montreal(2009).

Asymptotically optimal regularization in smooth parametric models
Percy Liang, Francis Bach, Guillaume Bouchard and Michael Jordan
In: NIPS 2009(2009).