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Computer Science
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Kernel Methods
: Support Vector Machines:
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Lectures
[syn] 5019 views, 03:54:31
Support Vector Machines
Chih-Jen Lin
10 comments
2468 views, 04:16:53
Learning with Kernels
Bernhard Schölkopf
4 comments
521 views, 02:37:54
Theory and Applications of Kernel Space
Florence d'Alché
490 views, 01:27:44
Support Vector and Kernel Methods
John Shawe-Taylor
[syn] 424 views, 01:28:05
Introduction to Support Vector Machines
Colin Campbell
403 views, 05:52:18
Support Vector Machines and Kernels
Bernhard Schölkopf
invited speaker>
[syn] 281 views, 00:58:54
Who is Afraid of Non-Convex Loss Functions?
Yann LeCun
[syn] 202 views, 00:54:33
The Limit of One-Class SVM
Regis Vert
1 comment
143 views, 00:35:01
Analysis of Support Vector Machine Classification
Ding-Xuan Zhou
[syn] 125 views, 00:24:56
How to Teach Support Vector Machine to Learn Vector Outputs
Sandor Szedmak
[syn] 123 views, 00:26:32
Supervised Clustering with Support Vector Machines
Thomas Finley
[syn] 110 views, 00:18:25
Optimal Dimensionality of Metric Space for Classification
Xiangyang Xue
[syn] 88 views, 00:17:46
Support Feature Machine for Classification of Abnormal Brain Activity
Art Chaovalitwongse
[syn] 78 views, 00:26:06
Multi-Classification by Using Tri-class SVM
Cecilio Angulo
1 comment
[syn] 74 views, 00:48:35
Tricks of the trade for training SVMs
Gökhan H. Bakir
69 views, 00:28:31
Improving SVM Text Classification Performance through Threshold Adjustment
James Shanahan
69 views, 00:32:09
Fast SVM Approximations for Object Detection
Wolf Kienzle
best paper
68 views, 00:29:40
A Support Vector Method for Multivariate Performance Measures
Thorsten Joachims
66 views, 00:51:15
Support vector machines loss with l1 penalty
Sara van de Geer
[syn] 58 views, 00:20:01
Optimal Support Vector Selection for Kernel Perceptrons
Daniel García
57 views, 00:27:45
Context changes detection by one-class svms
Gaëlle Loosli
[syn] 54 views, 00:21:35
Linear SVM Classification of Visual Objects using a Dense Image Representation
Frederic Jurie
46 views, 00:12:50
Object categorization with SVM: kernels for local features
Jan Eichhorn
[syn] 42 views, 00:24:01
Working Set Selection Using the Second Order Information for SVMs
Chih-Jen Lin
[syn] 42 views, 00:33:21
Integrating two features or kernels within one SVM classifier
Hongying Meng
[syn] 37 views, 00:18:04
Mixture of SVMs for Face Class Modeling
Julien Meynet
1 comment
[syn] 36 views, 00:18:49
Large-scale parallel implementations of SVMs
Igor Durdanović
[syn] 36 views, 00:33:22
Learning interpretable SVMs for biological sequence classification
Sören Sonnenburg
[syn] 34 views, 01:11:52
Robustness properties of support vector machines and related methods
Andreas Christmann
34 views, 00:55:24
Fast Learning Rates for Support Vector Machines
Ingo Steinwart
[syn] 33 views, 00:18:56
Implementing SVM in an RDBMS: Improved Scalability and Usability
Joseph S. Yarmus
[syn] 31 views, 00:20:36
Automatic Dominance Detection In Meetings Using Support Vector Machines
Rutger Rienks
30 views, 00:12:05
Data analysis and support vector machines in recognition of sleep stages
Audrius Varoneckas
[syn] 27 views, 00:56:08
Some Aspects of Learning Rates for SVMs
Ingo Steinwart
23 views, 00:40:29
Learning structured data via flow represented actions of support vector machines
Sandor Szedmak
[syn] 18 views, 00:21:09
Large Scale Genomic Sequence Support Vector Machines
Sören Sonnenburg
[syn] 16 views, 00:27:00
Textual Entailment as Syntactic Graph Distance: a rule based and a SVM based approach
Fabio Massimo Zanzotto