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Prof. Dr. Vladimir Vapnik

Room number: 212
Fax: +49-7071-601-552

 

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Vladimir Vapnik

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Articles (2):

Corfield D, Schölkopf B and Vapnik V (July-2009) Falsificationism and Statistical Learning Theory: Comparing the Popper and Vapnik-Chervonenkis Dimensions Journal for General Philosophy of Science 40(1) 51-58.
Vapnik V and Chapelle O (2000) Bounds on Error Expectation for Support Vector Machines Neural Computation 12(9) 2013-2036.
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Conference papers (4):

Weston J, Collobert R, Sinz F, Bottou L and Vapnik V (June-2006) Inference with the Universum, 23rd International Conference on Machine Learning (ICML 2006), ACM Press, New York, NY, USA, 1009-1016.
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Weston J, Chapelle O, Elisseeff A, Schölkopf B and Vapnik V (October-2003) Kernel Dependency Estimation In: Advances in Neural Information Processing Systems 15, , Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), MIT Press, Cambridge, MA, USA, 873-880.
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Schölkopf B, Smola AJ, Müller K-R, Burges C and Vapnik V (February-1998) Support Vector methods in learning and feature extraction, Ninth Australian Conference on Neural Networks (ACNN'98), University of Queensland, Brisbane, Australia, 72-78.
Schölkopf B, Burges C and Vapnik V (July-1996) Incorporating invariances in support vector learning machines In: Artificial Neural Networks - ICANN 96, , 6th International Conference on Artificial Neural Networks, Springer, Berlin, Germany, 47-52, Series: Lecture Notes in Computer Science ; 1112.

Technical reports (1):

Corfield D, Schölkopf B and Vapnik V: Popper, Falsification and the VC-dimension, 145, Max Planck Institute for Biological Cybernetics, (November-30-2005).
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Last updated: Tuesday, 18.11.2014