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Browsing by Author Smola, Alexander

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Showing results 80 to 99 of 105

Query Learning with Large Margin Classifiers

Author(s)Campbell, Colin; Cristianini, Nello; Smola, Alexander
TypeBook chapter
Date Published2000
Date Created-

Regularization with Dot-Product Kernels

Author(s)Smola, Alexander; Ovari, Zoltan; Williamson, Robert
TypeConference paper
Date Published2001
Date CreatedNovember 27 2000
Smola_Regularized2001.pdf.jpg

Regularized principal manifolds

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

Relative Novelty Detection

Author(s)Smola, Alexander; Song, Le; Teo, Choon-Hui
TypeConference paper
Date Published2009
Date CreatedApril 16-18 2009

Robust Ensemble Learning

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

Robust near-isometric matching via structured learning of graphical models

Author(s)McAuley, Julian; Caetano, Tiberio; Smola, Alexander
TypeConference paper
Date Published2008
Date CreatedDecember 8-14 2008
Shivaswamy_Second2006.pdf.jpg

Second order cone programming approaches for handling missing and uncertain data

Author(s)Shivaswamy, Pannagadatta; Bhattacharyya, Chiranjib; Smola, Alexander
TypeJournal article
Date PublishedJul-2006
Date Created-

Semi-Markov models for sequence segmentation

Author(s)Shi, Qinfeng; Altun, Yasemin; Smola, Alexander, et al
TypeConference paper
Date Published2007
Date CreatedJune 28-30 2007

Simpler knowledge-based support vector machines

Author(s)Le, Quoc; Smola, Alexander; Gaertner, Thomas
TypeConference paper
Date Published2006
Date CreatedJune 25-29 2006

SimpleSVM

Author(s)Vishwanathan, S.V.N.; Smola, Alexander; Murty, M. Narasimha
TypeConference paper
Date Published2003
Date CreatedAugust 21 2003

Sparse Greedy Gaussian Process Regression

Author(s)Smola, Alexander; Bartlett, Peter
TypeConference paper
Date Published2001
Date CreatedNovember 27 2000

Sparse Greedy Matrix Approximation for Machine Learning

Author(s)Smola, Alexander; Schoelkopf, Bernhard
TypeBook chapter
Date Published2000
Date Created-
Vishwanathan_Step2006.pdf.jpg

Step size adaptation in reproducing kernel Hilbert space

Author(s)Vishwanathan, S; Schraudolph, Nicol; Smola, Alexander
TypeJournal article
Date PublishedJun-2006
Date Created-

Step size-adapted online support vector learning

Author(s)Karatzoglou, Alexandros; Vishwanathan, S; Schraudolph, Nicol, et al
TypeConference paper
Date Published2005
Date CreatedAugust 28 2005

Supervised feature selection via dependence estimation

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

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-

Tighter bounds for structured estimation

Author(s)Chapelle, Olivier; Do, Chuong B.; Le, Quoc Viet, et al
TypeConference paper
Date Published2008
Date CreatedDecember 8-14 2008

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