PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Hans Simon

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Number of EPrints submitted by this user: 14

Bayesian Networks and Inner Product Spaces
Atsuyoshi Nakamura, Michael Schmitt, Niels Schmitt and Hans Simon
Proceedings of COLT 2004 pp. 518-533, 2004.

A General Convergence Theorem for the Decomposition Method
Nikolas List and Hans Simon
Proceedings of COLT 2004 pp. 363-377, 2004.

On the Complexity of Working Set Selection
Hans Simon
In: ALT 2004, 02-05 Oct 2004, Padova, Italy.

Learning Theory, 19th Annual Conference on Learning Theory, COLT 2006, Carnegie Mellon University, Pittsburgh, Pennsylvania, June 22-25, 2006, Proceedings
Gábor Lugosi and Hans Simon, ed. (2006) LNAI , Volume 4005 . Springer . ISBN 3-540-35294-5

Spectral Norm in Learning Theory: Some Selected Topics
Hans Simon
Proceedings of ALT 2006 pp. 13-27, 2006.

Algorithmic Learning Theory
Sanjay Jain, Hans Simon and Etsuji Tomita, ed. (2005) LNAI , Volume 3734 . Springer , Germany . ISBN 3 540 29242 X

On the smallest possible dimension and the largest possible margin of linear arrangements representing given concept classes
Juergen Forster and Hans Simon
Theoretical Computer Science Volume 350, Number 1, pp. 40-48, 2006.

Bayesian Networks and Inner Product Spaces
Atsuyoshi Nakamura, Michael Schmitt, Niels Schmitt and Hans Simon
Journal of Machine Learning Research Volume 6, pp. 1383-1403, 2005.

How many missing answers can be tolerated by query learners ?
Hans Simon
Theory of Computing Systems Volume 37, Number 1, pp. 77-94, 2004.

A Characterization of Strong Learnability in the Statistical Query Model
Hans Simon
Proceedings of STACS 2007 pp. 393-404, 2007. ISSN 0302-9743

Stability of k-means clustering
Shai Ben-David, David Pal and Hans Simon
Proceedings of COLT 2007 2007.

A Characterization of Strong Learnability in the Statistical Query Model
Hans Simon
In: STACS 2007, 22 Feb - 24 Feb 2007, Aachen.

Discriminative Learning can Succeed where Generative Learning Fails
Phil Long, Rocco Servedio and Hans Simon
Information Processing Letters 2006.

On the Complexity of Working Set Selection
Hans Simon
Theoretical Computer Science 2006.