PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Matthias Hein

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Number of EPrints submitted by this user: 5

Maximal margin classification for metric spaces
Matthias Hein, Olivier Bousquet and Bernhard Schölkopf
Journal of Computer and Systems Science 2004.

Hilbertian metrics and positive definite kernels on probability measures
Matthias Hein and Olivier Bousquet
In: AISTATS 2005, 6-8 Jan 2005, Barbados.

Intrinsic Dimensionality Estimation of Submanifolds in Euclidean Space
Matthias Hein, Jean-Yves Audibert and Ulrike Von Luxburg
In: ICML 2005, 7-11 Aug 2005, Bonn, Germany.

From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians
Matthias Hein, Jean-Yves Audibert and Ulrike Von Luxburg
In: COLT 2005, 27 - 30 Jun 2005, Bertinoro, Italy.

Uniform convergence of adaptive graph-based regularization
Matthias Hein
Proceedings of the 19th Annual Conference on Learning Theory pp. 50-64, 2006.