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Browsing by Author Smola, Alexander

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Showing results 20 to 39 of 105
01_Song_Coloured_maximum_variance_2008.pdf.jpg

Coloured maximum variance unfolding

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

Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces

Author(s)Mika, Sebastian; Raetsch, Gunnar; Weston, Jason, et al
TypeJournal article
Date Published2003
Date Created-

Convex learning with invariances

Author(s)Teo, Choon-Hui; Globerson, Amir; Roweis, Sam, et al
TypeConference paper
Date Published2008
Date CreatedDecember 3-8 2007
01_Huang_Correcting_sample_selection_2007.pdf.jpg

Correcting sample selection bias by unlabeled data

Author(s)Huang, Jiayuan; Smola, Alexander; Gretton, Arthur, et al
TypeConference paper
Date Published2007
Date CreatedDecember 2006

Density Estimation of Structured Outputs in Reproducing Kernel Hilbert Spaces

Author(s)Altun, Yasemin; Smola, Alexander
TypeBook chapter
Date Published2007
Date Created-

Discriminative human action segmentation and recognition using semi-Markov model

Author(s)Shi, Qinfeng; Wang, Li; Cheng , Li, et al
TypeConference paper
Date Published2008
Date CreatedJune 24-26 2008

Distributed Flow Algorithms for Scalable Similarity Visualization

Author(s)Quadrianto, Novi; Schuurmans, Dale; Smola, Alexander
TypeConference paper
Date Published2010
Date CreatedDecember 13 2010

Distribution matching for transduction

Author(s)Quadrianto, Novi; Petterson, James; Smola, Alexander
TypeConference paper
Date Published2009
Date CreatedDecember 7-12 2009

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
TypeJournal article
Date Published2009
Date Created-

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 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-

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