Multi-class Discriminant Kernel Learning via Convex Programming

by Jieping Ye , Shuiwang Ji , Jianhui Chen , Isabelle Guyon , Amir Saffari
Citations:22 - 0 self

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STRUCTURED PRIORS FOR SUPERVISED LEARNING IN COMPUTATIONAL BIOLOGY – Docteur De, Supérieure Des, Mines De Paris, Laurent Jacob, M. Didier, Rognan Université, M. Francis, Bach Inria, École Normale, Supérieure Examinateur, Vert Mines, Paristech Examinateur, Copyright Laurent Jacob
18 High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning – Francis Bach - 2009
Mathematical Programming for . . . – Ronny Luss - 2009
Convex Optimization for the Design of Learning Machines – K. Pelckmans, J. A. K. Suykens, B. De Moor
1 Discriminant Analysis for Dimensionality Reduction: An Overview of Recent Developments – Jieping Ye, Shuiwang Ji
28 Optimal kernel selection in kernel Fisher discriminant analysis – Seung-jean Kim, Alessandro Magnani, Stephen Boyd - 2006
Convex and Scalable Weakly Labeled SVMs – Yu-feng Li, Ivor W. Tsang, James T. Kwok, Zhi-hua Zhou, Sathiya Keerthi
Contents lists available at ScienceDirect – unknown authors
16 Training SVM with Indefinite Kernels – Jianhui Chen, Jieping Ye
162 Consistency of the group lasso and multiple kernel learning – Francis R. Bach - 2007
• Specifity: exchanges between theory / algorithms / applications – Francis Bach, Unsupervised Learning, Function Space Norm
2. Function space / normRegularizations – Francis Bach, Special Thanks To R. Jenatton, J. Mairal, G. Obozinski Supervised Learning, Data Xi X, Yi Y, Function Space Norm - 2009
Learning with Sparsity-Inducing Norms – Francis Bach - 2008
Multiple Kernel Learning and Feature Space Denoising – Fei Yan, Josef Kittler, Krystian Mikolajczyk
5 Non-sparse multiple kernel learning for fisher discriminant analysis – Fei Yan, Josef Kittler, Krystian Mikolajczyk, Atif Tahir - 2009
ARTICLE IN PRESS Pattern Recognition Letters xxx (2010) xxx–xxx Contents lists available at ScienceDirect Pattern Recognition Letters – Mehmet Gönen, Ethem Alpaydın
Contents lists available at ScienceDirect Pattern Recognition – Mehmet Gönen, Ethem Alpaydın
Journal of Machine Learning Research X (2008) 1-34 Submitted 01/08; Revised 08/08; Published XX/XX – Alain Rakotomamonjy, Francis R. Bach, Stéphane Canu, Yves Grandvalet, Nello Cristianini
5 SimpleMKL – Alain Rakotomamonjy, Francis R. Bach, Stéphane Canu, Yves Grandvalet - 2008