Works matching IS 15324435 AND DT 2006 AND VI 7 AND IP 7

Results: 19

Ensemble Pruning Via Semi-definite Programming.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1315

By:

Yi Zhang;
Burer, Samuel;
Nick Street, W.;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1467

By:

Zanni, Luca;
Serafini, Thomas;
Zanghirati, Gaetano;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1183

By:

Jieping Ye;
Tao Xiong;
Madigan, David

Publication type:

Article

Structured Prediction, Dual Extragradient and Bregman Projections.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1627

By:

Taskar, Ben;
Lacoste-Julien, Simon;
Jordan, Michael I.;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Nonparametric Quantile Estimation.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1231

By:

Takeuchi, Ichiro;
Le, Quoc V.;
Sears, Timothy D.;
Smola, Alexander J.;
Williams, Chris

Publication type:

Article

Large Scale Multiple Kernel Learning.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1531

By:

Sonnenburg, Sören;
Rätsch, Gunnar;
Schäfer, Christin;
Schölkopf, Bernhard;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Second Order Cone Programming Approaches for Handling Missing and Uncertain Data.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1283

By:

Shivaswamy, Pannagadatta K.;
Bhattacharyya, Chiranjib;
Smola, Alexander J.;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Efficient Learning of Label Ranking by Soft Projections onto Polyhedra.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1567

By:

Shalev-Shwartz, Shai;
Singer, Yoram;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Kernel-Based Learning of Hierarchical Multilabel Classification Models.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1601

By:

Rousu, Juho;
Saunders, Craig;
Szedmak, Sandor;
Shawe-Taylor, John;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Bayesian Network Learning with Parameter Constraints.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1357

By:

Niculescu, Radu Stefan;
Mitchell, Tom M.;
Rao, R. Bharat;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

The Interplay of Optimization and Machine Learning Research.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1265

By:

Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Exact 1-Norm Support Vector Machines via Unconstrained Convex Differentiable Minimization.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1517

By:

Mangasarian, Olvi L.;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Building Support Vector Machines with Reduced Classifier Complexity.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1493

By:

Keerthi, S. Sathiya;
Chapelle, Olivier;
DeCoste, Dennis;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1385

By:

Heiler, Matthias;
Schnörr, Christoph;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Maximum-Gain Working Set Selection for SVMs.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1437

By:

Glasmachers, Tobias;
Igel, Christian;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problems.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1409

By:

De Bie, Tijl;
Cristianini, Nello;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article

Worst-Case Analysis of Selective Sampling for Linear Classification.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1205

By:

Cesa-Bianchi, Nicolò;
Gentile, Claudio;
Zaniboni, Luca;
Warmuth, Manfred

Publication type:

Article

A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1159

By:

Castillo, Enrique;
Guijarro-Berdiñas, Bertha;
Fontenla-Romero, Oscar;
Alonso-Betanzos, Amparo;
Bengio, Yoshua

Publication type:

Article

Linear Programs for Hypotheses Selection in Probabilistic Inference Models.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1339

By:

Bergkvist, Anders;
Damaschke, Peter;
Lüthi, Marcel;
Bennett, Kristin P.;
Parrado-Hernández, Emilio

Publication type:

Article