Works matching IS 15324435 AND DT 2012 AND VI 13 AND IP 3

Results: 15

A Primal-Dual Convergence Analysis of Boosting.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 561

By:

Telgarsky, Matus;
Singer, Yoram

Publication type:

Article

NIMFA : A Python Library for Nonnegative Matrix Factorization.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 849

By:

Žitnik, Marinka;
Zupan, Blaž;
Braun, Mikio

Publication type:

Article

Non-Sparse Multiple Kernel Fisher Discriminant Analysis.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 607

By:

Fei Yan;
Kittler, Josef;
Mikolajczyk, Krystian;
Tahir, Atif;
Sonnenburg, Sören;
Bach, Francis;
Cheng Soon Ong

Publication type:

Article

A Case Study on Meta-Generalising: A Gaussian Processes Approach.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 691

By:

Skolidis, Grigorios;
Sanguinetti, Guido;
Sonnenburg, Sören;
Bach, Francis;
Cheng Soon Ong

Publication type:

Article

Causal Bounds and Observable Constraints for Non-deterministic Models.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 829

By:

Ramsahai, Roland R.;
Spirtes, Peter

Publication type:

Article

ML-Flex: A Flexible Toolbox for Performing Classification Analyses In Parallel.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 555

By:

Piccolo, Stephen R.;
Frey, Lewis J.;
Holmes, Geoff

Publication type:

Article

GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 775

By:

Park, Chiwoo;
Huang, Jianhua Z.;
Yu Ding;
Braun, Mikio

Publication type:

Article

Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 781

By:

Mazumder, Rahul;
Hastie, Trevor;
Bach, Francis

Publication type:

Article

Algebraic Geometric Comparison of Probability Distributions.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 855

By:

Király, Franz J.;
von Bünau, Paul;
Meinecke, Frank C.;
Blythe, Duncan A. J.;
Müller, Klaus-Robert;
Fukumizu, Kenji

Publication type:

Article

Structured Sparsity and Generalization.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 671

By:

Maurer, Andreas;
Pontil, Massimiliano;
Lugosi, Gabor

Publication type:

Article

Learning Algorithms for the Classification Restricted Boltzmann Machine.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 643

By:

Larochelle, Hugo;
Mandel, Michael;
Pascanu, Razvan;
Bengio, Yoshua;
Lee, Daniel

Publication type:

Article

Metric and Kernel Learning Using a Linear Transformation.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 519

By:

Jain, Prateek;
Kulis, Brian;
Davis, Jason V.;
Dhillon, Inderjit S.;
Sonnenburg, Sören;
Bach, Francis;
Cheng Soon Ong

Publication type:

Article

A Kernel Two-Sample Test.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 723

By:

Gretton, Arthur;
Borgwardt, Karsten M.;
Rasch, Malte J.;
Schölkopf, Bernhard;
Smola, Alexander;
Vayatis, Nicolas

Publication type:

Article

Algorithms for Learning Kernels Based on Centered Alignment.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 795

By:

Cortes, Corinna;
Mohri, Mehryar;
Rostamizadeh, Afshin;
Bach, Francis

Publication type:

Article

MULTIBOOST: A Multi-purpose Boosting Package.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 549

By:

Casagrande, Norman;
Benbouzid, Djalel;
Busa-Fekete, Róbert;
Collin, François-David;
Kégl, Balázs;
Sonnenburg, Sören

Publication type:

Article