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Browsing by Author Smola, Alexander

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Showing results 1 to 20 of 105

A dependence maximization view of clustering

Author(s)Song, Le; Smola, Alexander; Gretton, Arthur, et al
TypeBook chapter
Date Published2007
Date Created-

A Hilbert space embedding for distributions

Author(s)Smola, Alexander; Gretton, Arthur; Song, Le, et al
TypeConference paper
Date Published2007
Date CreatedOctober 1-4 2007

A kernel method for the two-sample-problem

Author(s)Gretton, Arthur; Borgwardt, Karsten; Rasch, Malte J., et al
TypeConference paper
Date Published2007
Date CreatedDecember 2006

A kernel method to comparing distributions

Author(s)Gretton, Arthur; Borgwardt, Karsten; Rasch, Malte J., et al
TypeConference paper
Date Published2007
Date CreatedJuly 22-26 2007

A kernel statistical test of independence

Author(s)Gretton, Arthur; Fukumizu, Kenji; Teo, Choon-Hui, et al
TypeConference paper
Date Published2008
Date CreatedDecember 3-8 2007

A Kernel Two-Sample Test

Author(s)Gretton, Arthur; Borgwardt, Karsten; Rasch, Malte J, et al
TypeJournal article
Date Published2012
Date Created-

A scalable modular convex solver for regularized risk minimization

Author(s)Teo, Choon-Hui; Smola, Alexander; Vishwanathan, S, et al
TypeConference paper
Date Published2007
Date CreatedAugust 12-15 2007

A second order cone programming formulation for classifying missing data

Author(s)Bhattacharyya, Chiranjib; Shivaswamy, Pannagadatta; Smola, Alexander
TypeConference paper
Date Published2005
Date CreatedDecember 13-18 2004

A Short Introduction to Learning with Kernels

Author(s)Schoelkopf, Bernhard; Smola, Alexander
TypeBook chapter
Date Published2003
Date Created-

A tutorial on support vector regression

Author(s)Smola, Alexander; Schoelkopf, Bernhard
TypeJournal article
Date Published2004
Date Created-

An Adversarial View of Covariate Shift and A Minimax Approach

Author(s)Globerson, Amir; Teo, Choon-Hui; Smola, Alexander, et al
TypeBook chapter
Date Published2009
Date Created-

An Improved Training Algorithm for Kernel Fisher Discriminants

Author(s)Mika, Sebastian; Smola, Alexander; Schoelkopf, Bernhard
TypeBook chapter
Date Published2001
Date Created-

Bayesian Kernel Methods

Author(s)Smola, Alexander; Schoelkopf, Bernhard
TypeBook chapter
Date Published2003
Date Created-

Binet-Cauchy kernels

Author(s)Vishwanathan, S; Smola, Alexander
TypeConference paper
Date Published2005
Date CreatedDecember 13-18 2004

Binet-Cauchy kernels on dynamical systems and its application to the analysis of dynamic scenes

Author(s)Vishwanathan, S; Smola, Alexander; Vidal, Rene
TypeJournal article
Date Published2007
Date Created-

Bundle methods for machine learning

Author(s)Smola, Alexander; Vishwanathan, S; Le, Quoc
TypeConference paper
Date Published2008
Date CreatedDecember 3-8 2007

Bundle Methods for Regularized Risk Minimization

Author(s)Teo, Choon-Hui; Vishwanathan, S.V.N.; Smola, Alexander, et al
TypeJournal article
Date Published2010
Date Created-

Classification in a Normalized Feature Space using Support Vector Machines

Author(s)Graf, Arnulf; Smola, Alexander; Borer, Silvio
TypeJournal article
Date Published2003
Date Created-

COFI RANK - Maximum margin matrix factorization for collaborative ranking

Author(s)Weimer, Markus; Karatzoglou, Alexandros; Le, Quoc Viet, et al
TypeConference paper
Date Published2008
Date CreatedDecember 3-8 2007

Coloured maximum variance unfolding

Author(s)Song, Le; Smola, Alexander; Borgwardt, Karsten, et al
TypeConference paper
Date Published2008
Date CreatedDecember 3-8 2007

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