Volume 3
Volume 3 (Jul 2002 -- Mar 2003)
- Kernel Independent Component Analysis
- Francis R. Bach, Michael I. Jordan; 3(Jul):1-48, 2002.
[abs] [pdf] [ps.gz] [ps] - PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification
- Matthias Seeger; 3(Oct):233-269, 2002.
[abs] [pdf] [ps.gz] [ps] - Minimal Kernel Classifiers
- Glenn M. Fung, Olvi L. Mangasarian, Alexander J. Smola;
3(Nov):303-321, 2002.
[abs] [pdf] [ps.gz] [ps] - The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces
- Masashi Sugiyama, Klaus-Robert Müller;
3(Nov):323-359, 2002.
[abs] [pdf] [ps.gz] [ps] - An Introduction to Variable and Feature Selection
- Isabelle Guyon, André Elisseeff;
3(Mar):1157-1182, 2003.
[abs] [pdf] [ps.gz] [ps] - Distributional Word Clusters vs. Words for Text Categorization
- Ron Bekkerman, Ran El-Yaniv, Naftali Tishby, Yoad Winter;
3(Mar):1183-1208, 2003.
[abs] [pdf] [ps.gz] [ps] - Dimensionality Reduction via Sparse Support Vector Machines
- Jinbo Bi, Kristin Bennett, Mark Embrechts, Curt Breneman, Minghu Song;
3(Mar):1229-1243, 2003.
[abs] [pdf] [ps.gz] [ps] - A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification
- Inderjit S. Dhillon, Subramanyam Mallela, Rahul Kumar;
3(Mar):1265-1287, 2003.
[abs] [pdf] [ps.gz] [ps] - An Extensive Empirical Study of Feature Selection Metrics for Text Classification
- George Forman;
3(Mar):1289-1305, 2003.
[abs] [pdf] [ps.gz] [ps] - Sufficient Dimensionality Reduction
- Amir Globerson, Naftali Tishby;
3(Mar):1307-1331, 2003.
[abs] [pdf] [ps.gz] [ps] - Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space
- Simon Perkins, Kevin Lacker, James Theiler;
3(Mar):1333-1356, 2003.
[abs] [pdf] [ps.gz] [ps] - Variable Selection Using SVM-based Criteria
- Alain Rakotomamonjy;
3(Mar):1357-1370, 2003.
[abs] [pdf] [ps.gz] [ps] - Feature Extraction by Non-Parametric Mutual Information Maximization
- Kari Torkkola;
3(Mar):1415-1438, 2003.
[abs] [pdf] [ps.gz] [ps] - Use of the Zero-Norm with Linear Models and Kernel Methods
- Jason Weston, André Elisseeff, Bernhard Schölkopf, Mike Tipping;
3(Mar):1439-1461, 2003.
[abs] [pdf] [ps.gz] [ps]