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Browsing by Author Vishwanathan, S

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Showing results 1 to 20 of 29

A quasi-Newton approach to non-smooth convex optimization

Author(s)Yu, Jin; Vishwanathan, S; Guenter, Simon, et al
TypeConference paper
Date Published2008
Date CreatedJune 5-9 2008

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

Accelerated training of conditional random fields with stochastic gradient methods

Author(s)Vishwanathan, S; Schraudolph, Nicol; Schmidt, Mark W., et al
TypeConference paper
Date Published2006
Date CreatedJune 25-29 2006
02_Cheng _An_online_discriminative_2006.pdf.jpg

An online discriminative approach to background subtraction

Author(s)Cheng , Li; Wang, Shaojun; Schuurmans, Dale, et al
TypeConference paper
Date Published2006
Date CreatedNovember 22-24 2006

Binet-Cauchy kernels

Author(s)Vishwanathan, S; Smola, Alexander
TypeConference paper
Date Published2005
Date CreatedDecember 13-18 2004
01_Vishwanathan_Binet-Cauchy_kernels_on_2007.pdf.jpg

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

Class prediction from time series gene expression profiles using dynamical systems kernels

Author(s)Borgwardt, Karsten; Vishwanathan, S; Kriegel, Hans-Peter
TypeConference paper
Date Published2006
Date CreatedJanuary 3-7 2006

Conditional random fields for multi-agent reinforcement learning

Author(s)Zhang, Xinhua; Aberdeen, Douglas; Vishwanathan, S
TypeBook chapter
Date Published2007
Date Created-

Consistent image analogies using semi-supervised learning

Author(s)Cheng , Li; Vishwanathan, S; Zhang, Xinhua
TypeConference paper
Date Published2008
Date CreatedJune 24-26 2008

Entropy regularised LPboost

Author(s)Warmuth, Manfred; Glocer, Karen A.; Vishwanathan, S
TypeConference paper
Date Published2008
Date CreatedOctober 13-16 2008

Fast and space efficient string kernels using suffix arrays

Author(s)Teo, Choon-Hui; Vishwanathan, S
TypeConference paper
Date Published2006
Date CreatedJune 25-29 2006

Fast computation of graph kernels

Author(s)Vishwanathan, S; Borgwardt, Karsten; Schraudolph, Nicol
TypeConference paper
Date Published2007
Date CreatedDecember 2006
Guenter_Fast2007.pdf.jpg

Fast iterative kernel principal component analysis

Author(s)Guenter, Simon; Schraudolph, Nicol; Vishwanathan, S
TypeJournal article
Date PublishedAug-2007
Date Created-

Fast kernels for string and tree matching

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

Graph kernels

Author(s)Vishwanathan, S; Borgwardt, Karsten M.; Kondor, Imre Risi, et al
TypeJournal article
Date Published2008
Date Created-

Graph kernels for disease outcome prediction from protein-protein interaction networks

Author(s)Borgwardt, Karsten; Kriegel, Hans-Peter; Vishwanathan, S, et al
TypeConference paper
Date Published2007
Date CreatedJanuary 3-7 2007

Implicit online learning with kernels

Author(s)Cheng , Li; Vishwanathan, S; Schuurmans, Dale, et al
TypeConference paper
Date Published2007
Date CreatedDecember 2006

Joint regularisation

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

Kernel extrapolation

Author(s)Vishwanathan, S; Borgwardt, Karsten; Guttman, Omri, et al
TypeJournal article
Date Published2006
Date Created-

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