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Browsing by Author Smola, Alexander

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Showing results 28 to 47 of 105

Entropy Numbers for Convex Combinations and MLPs

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

Entropy Numbers of Linear Function Classes

Author(s)Williamson, Robert; Smola, Alexander; Schoelkopf, Bernhard
TypeConference paper
Date Published2000
Date CreatedJune 28 2000

Estimating labels from label proportions

Author(s)Quadrianto, Novi; Smola, Alexander; Caetano, Tiberio, et al
TypeConference paper
Date Published2008
Date CreatedJune 5-9 2008

Estimating labels from label proportions

Author(s)Quadrianto, Novi; Smola, Alexander; Caetano, Tiberio, et al
TypeJournal article
Date Published2009
Date Created-

Estimating the Support of a High-dimensional Distribution

Author(s)Schoelkopf, Bernhard; Platt, John C; Shawe-Taylor, John, et al
TypeJournal article
Date Published2001
Date Created-

Experimentally Optimal (nu) in Support Vector Regression for Different Noise Models and Parameter Settings

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

Exponential families for conditional random fields

Author(s)Altun, Yasemin; Smola, Alexander; Hofmann, Thomas
TypeConference paper
Date Published2004
Date CreatedJuly 7 2004

Fast kernels for string and tree matching

Author(s)Vishwanathan, S; Smola, Alexander
TypeBook chapter
Date Published2004
Date Created-

Feature selection via dependence maximization

Author(s)Song, Le; Smola, Alexander; Gretton, Arthur, et al
TypeJournal article
Date Published2012
Date Created-

Gaussian process classification for segmenting and annotating sequences

Author(s)Altun, Yasemin; Hofmann, Thomas; Smola, Alexander
TypeConference paper
Date Published2004
Date CreatedJuly 4 2004

Gene selection via the BAHSIC family of algorithms

Author(s)Song, Le; Bedo, Justin; Borgwardt, Karsten, et al
TypeJournal article
Date Published2007
Date Created-

Generalization Performance of Regularization Networks and Support Vector Machines Via Entropy Numbers of Compact Operators

Author(s)Williamson, Robert; Smola, Alexander; Schoelkopf, Bernhard
TypeJournal article
Date Published2001
Date Created-

Hash kernels

Author(s)Shi, Qinfeng; Petterson, James; Dror, Gideon, et al
TypeConference paper
Date Published2009
Date CreatedApril 16-18 2009

Hash Kernels for Structured Data

Author(s)Shi, Qinfeng; Petterson, James; Dror, Gideon, et al
TypeJournal article
Date Published2009
Date Created-

Heteroscedastic gaussian process regression

Author(s)Le, Quoc; Smola, Alexander; Canu, Stephane
TypeConference paper
Date Published2005
Date CreatedAugust 7 2005

Improving maximum margin matrix factorization

Author(s)Weimer, Markus; Karatzoglou, Alexandros; Smola, Alexander
TypeConference paper
Date Published2008
Date CreatedSeptember 15-19 2008

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-

Introduction to Large Margin Classifiers

Author(s)Smola, Alexander
TypeBook chapter
Date Published2000
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

Joint regularisation

Author(s)Borgwardt, Karsten; Guttman, Omri; Vishwanathan, S, et al
TypeConference paper
Date Published2005
Date CreatedApril 27 2005

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