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Browsing by Author Schoelkopf, Bernhard

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Showing results 18 to 33 of 33

Integrating structured biological data by kernel maximum mean discrepancy

Author(s)Borgwardt, Karsten; Gretton, Arthur; Rasch, Malte J., et al
TypeJournal article
Date Published2006
Date Created-

Invariant Feature Extraction and Classification in Kernel Spaces

Author(s)Mika, Sebastian; Raetsch, Gunnar; Weston, Jason, et al
TypeConference paper
Date Published2000
Date CreatedNovember 29 1999

Kernel constrained covariance for dependence measurement

Author(s)Gretton, Arthur; Smola, Alexander; Bousquet, Olivier, et al
TypeConference paper
Date Published2005
Date Created6-8 January 2005
Gretton_Kernel2005.pdf.jpg

Kernel methods for measuring independence

Author(s)Gretton, Arthur; Herbrich, Ralf; Smola, Alexander, et al
TypeJournal article
Date PublishedDec-2005
Date Created-

Measuring statistical dependence with Hilbert-Schmidt norms

Author(s)Gretton, Arthur; Bousquet, Olivier; Smola, Alexander, et al
TypeConference paper
Date Published2005
Date CreatedOctober 8-11 2005

Natural Regularisation from Generative Models

Author(s)Oliver, Nuria; Schoelkopf, Bernhard; Smola, Alexander
TypeBook chapter
Date Published2000
Date Created-

New Support Vector Algorithms

Author(s)Schoelkopf, Bernhard; Smola, Alexander; Williamson, Robert, et al
TypeJournal article
Date Published2000
Date Created-
Smola_Regularized2001.pdf.jpg

Regularized principal manifolds

Author(s)Smola, Alexander; Mika, Sebastian; Schoelkopf, Bernhard, et al
TypeJournal article
Date PublishedJun-2001
Date Created-

Robust Ensemble Learning

Author(s)Raetsch, Gunnar; Schoelkopf, Bernhard; Smola, Alexander, et al
TypeBook chapter
Date Published2000
Date Created-

Shrinking the tube: A new support vector regression

Author(s)Schoelkopf, Bernhard; Smola, Alexander J; Bartlett, Peter, et al
TypeBook chapter
Date Published1999
Date Created-

Sparse Greedy Matrix Approximation for Machine Learning

Author(s)Smola, Alexander; Schoelkopf, Bernhard
TypeBook chapter
Date Published2000
Date Created-

Support Vector Method for Novelty Detection

Author(s)Schoelkopf, Bernhard; Williamson, Robert; Smola, Alexander, et al
TypeConference paper
Date Published2000
Date CreatedNovember 29 1999
01_Song_Tailoring_density_estimation_2008.pdf.jpg

Tailoring density estimation via reproducing kernel moment matching

Author(s)Song, Le; Zhang, Xinhua; Smola, Alexander, et al
TypeConference paper
Date Published2008
Date CreatedJune 5-9 2008

The Entropy Regularisation Information Criterion

Author(s)Smola, Alexander; Schoelkopf, Bernhard; Shawe-Taylor, John, et al
TypeConference paper
Date Published2000
Date CreatedNovember 29 1999
Sonnenburg_Need2007.pdf.jpg

The need for open source software in machine learning

Author(s)Sonnenburg, Soren; Braun, Mikio L; Ong, Cheng Soon, et al
TypeJournal article
Date PublishedOct-2007
Date Created-

V-Art: Ensemble Learning in the Presence of Outliers

Author(s)Raetsch, Gunnar; Schoelkopf, Bernhard; Smola, Alexander, et al
TypeConference paper
Date Published2000
Date CreatedNovember 29 1999

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