Works matching AU Herbrich, Ralf

Results: 15

PAC-Bayesian Compression Bounds on the Prediction Error of Learning Algorithms for Classification.

Published in:

Machine Learning, 2005, v. 59, n. 1-2, p. 55, doi. 10.1007/s10994-005-0462-7

By:

Thore Graepel;
Ralf Herbrich;
John Shawe-Taylor

Publication type:

Article

A Unifying View of Sparse Approximate Gaussian Process Regression.

Published in:

Journal of Machine Learning Research, 2005, v. 6, n. 12, p. 1939

By:

Quiñnonero-Candela, Joaquin;
Rasmussen, Carl Edward;
Herbrich, Ralf

Publication type:

Article

Kernel Methods for Measuring Independence.

Published in:

Journal of Machine Learning Research, 2005, v. 6, n. 12, p. 2075

By:

Gretton, Arthur;
Herbrich, Ralf;
Smola, Alexander;
Bousquet, Olivier;
Schölkopf, Bernhard;
Hyvärinen, Aapo

Publication type:

Article

Assessing Approximate Inference for Binary Gaussian Process Classification.

Published in:

Journal of Machine Learning Research, 2005, v. 6, n. 10, p. 1679

By:

Kuss, Malte;
Rasmussen, Carl Edward;
Herbrich, Ralf

Publication type:

Article

Learning the Kernel with Hyperkernels.

Published in:

Journal of Machine Learning Research, 2005, v. 6, n. 7, p. 1043

By:

Cheng Soon Ong;
Smola, Alexander J.;
Williamson, Robert C.;
Herbrich, Ralf

Publication type:

Article

Generalization Bounds for the Area Under the ROC Curve.

Published in:

Journal of Machine Learning Research, 2005, v. 6, n. 4, p. 393

By:

Agarwal, Shivani;
Graepel, Thore;
Herbrich, Ralf;
Har-Peled, Sariel;
Roth, Dan;
Jordan, Michael I.

Publication type:

Article

Introduction to the Special Issue on Learning Theory.

Published in:

Journal of Machine Learning Research, 2004, v. 4, n. 5, p. 755, doi. 10.1162/1532443041424283

By:

Herbrich, Ralf;
Graepel, Thore

Publication type:

Article

On the Performance of Kernel Classes.

Published in:

Journal of Machine Learning Research, 2004, v. 4, n. 5, p. 759, doi. 10.1162/1532443041424337

By:

Mendelson, Shahar;
Graepel, Thore;
Herbrich, Ralf

Publication type:

Article

Path Kernels and Multiplicative Updates.

Published in:

Journal of Machine Learning Research, 2004, v. 4, n. 5, p. 773, doi. 10.1162/1532443041424328

By:

Takimoto, Eiji;
Warmuth, Manfred K.;
Herbrich, Ralf;
Graepel, Thore

Publication type:

Article

Tracking Linear-threshold Concepts with Winnow.

Published in:

Journal of Machine Learning Research, 2004, v. 4, n. 5, p. 819, doi. 10.1162/1532443041424274

By:

Mesterharm, Cris;
Herbrich, Ralf;
Graepel, Thore

Publication type:

Article

Generalization Error Bounds for Bayesian Mixture Algorithms.

Published in:

Journal of Machine Learning Research, 2004, v. 4, n. 5, p. 839, doi. 10.1162/1532443041424300

By:

Meir, Ron;
Zhang, Tong;
Graepel, Thore;
Herbrich, Ralf

Publication type:

Article

On the Rate of Convergence of Regularized Boosting Classifiers.

Published in:

Journal of Machine Learning Research, 2004, v. 4, n. 5, p. 861, doi. 10.1162/1532443041424319

By:

Blanchard, Gilles;
Lugosi, G&aacutelbor;
Vayatis, Nicolas;
Graepel, Thore;
Herbrich, Ralf

Publication type:

Article

Concentration Inequalities for the Missing Mass and for Histogram Rule Error.

Published in:

Journal of Machine Learning Research, 2004, v. 4, n. 5, p. 895, doi. 10.1162/1532443041424292

By:

McAllester, David;
Ortiz, Luis;
Herbrich, Ralf;
Graepel, Thore

Publication type:

Article

Algorithmic Luckiness.

Published in:

Journal of Machine Learning Research, 2003, v. 3, n. 2, p. 175

By:

Herbrich, Ralf;
Williamson, Robert C.

Publication type:

Article

Bayes Point Machines.

Published in:

Journal of Machine Learning Research, 2001, v. 1, n. 4, p. 245, doi. 10.1162/153244301753683717

By:

Herbrich, Ralf;
Graepel, Thore;
Campbell, Colin

Publication type:

Article