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John Shawe-Taylor
John Shawe-Taylor
Bestätigte E-Mail-Adresse bei cs.ucl.ac.uk
Titel
Zitiert von
Zitiert von
Jahr
Support Vector Machines
N Cristianini, J Shawe-Taylor
Cambridge: Cambridge University Press, 2000
228272000
The pascal visual object classes (voc) challenge
M Everingham, L Van Gool, CKI Williams, J Winn, A Zisserman
International journal of computer vision 88 (2), 303-338, 2010
142462010
Kernel methods for pattern analysis
J Shawe-Taylor, N Cristianini
Cambridge university press, 2004
85982004
Estimating the support of a high-dimensional distribution
B Schölkopf, JC Platt, J Shawe-Taylor, AJ Smola, RC Williamson
Neural computation 13 (7), 1443-1471, 2001
59442001
Canonical correlation analysis: An overview with application to learning methods
DR Hardoon, S Szedmak, J Shawe-Taylor
Neural computation 16 (12), 2639-2664, 2004
31792004
Large margin DAGs for multiclass classification
J Platt, N Cristianini, J Shawe-Taylor
Advances in neural information processing systems 12, 1999
28241999
The PASCAL visual object classes challenge 2007 (VOC2007) results
M Everingham, A Zisserman, CKI Williams, L Van Gool, M Allan, ...
26032008
Support vector method for novelty detection
B Schölkopf, RC Williamson, A Smola, J Shawe-Taylor, J Platt
Advances in neural information processing systems 12, 1999
20001999
Text classification using string kernels
H Lodhi, C Saunders, J Shawe-Taylor, N Cristianini, C Watkins
Journal of machine learning research 2 (Feb), 419-444, 2002
19282002
On kernel-target alignment
N Cristianini, J Shawe-Taylor, A Elisseeff, J Kandola
Advances in neural information processing systems 14, 2001
12822001
Challenges in representation learning: A report on three machine learning contests
IJ Goodfellow, D Erhan, PL Carrier, A Courville, M Mirza, B Hamner, ...
International conference on neural information processing, 117-124, 2013
10642013
Structural risk minimization over data-dependent hierarchies
J Shawe-Taylor, PL Bartlett, RC Williamson, M Anthony
IEEE transactions on Information Theory 44 (5), 1926-1940, 1998
6881998
Support vector machines
J Shawe-Taylor, N Cristianini
Cambridge university press, 2000
6722000
Linear programming boosting via column generation
A Demiriz, KP Bennett, J Shawe-Taylor
Machine Learning 46 (1), 225-254, 2002
5472002
Generalization performance of support vector machines and other pattern classifiers
P Bartlett, J Shawe-Taylor
Advances in Kernel methods—support vector learning, 43-54, 1999
4281999
Latent semantic kernels
N Cristianini, J Shawe-Taylor, H Lodhi
Journal of Intelligent Information Systems 18 (2), 127-152, 2002
4092002
Two view learning: SVM-2K, theory and practice
J Farquhar, D Hardoon, H Meng, J Shawe-Taylor, S Szedmak
Advances in neural information processing systems 18, 2005
3872005
Kernel-based learning of hierarchical multilabel classification models
J Rousu, C Saunders, S Szedmak, J Shawe-Taylor
Journal of Machine Learning Research 7, 1601-1626, 2006
3342006
The 2005 pascal visual object classes challenge
M Everingham, A Zisserman, CKI Williams, LV Gool, M Allan, CM Bishop, ...
Machine Learning Challenges Workshop, 117-176, 2005
3232005
Inferring a semantic representation of text via cross-language correlation analysis
A Vinokourov, N Cristianini, J Shawe-Taylor
Advances in neural information processing systems 15, 2002
3142002
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