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## Search the dblp DataBase
Matthias Hein:
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## Publications of Author- Matthias Hein
**Uniform Convergence of Adaptive Graph-Based Regularization.**[Citation Graph (0, 0)][DBLP] COLT, 2006, pp:50-64 [Conf] - Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg
**From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians.**[Citation Graph (0, 0)][DBLP] COLT, 2005, pp:470-485 [Conf] - Matthias Hein, Olivier Bousquet
**Maximal Margin Classification for Metric Spaces.**[Citation Graph (0, 0)][DBLP] COLT, 2003, pp:72-86 [Conf] - Matthias Hein, Thomas Navin Lal, Olivier Bousquet
**Hilbertian Metrics on Probability Measures and Their Application in SVM?s.**[Citation Graph (0, 0)][DBLP] DAGM-Symposium, 2004, pp:270-277 [Conf] - Matthias Hein, Jean-Yves Audibert
**Intrinsic dimensionality estimation of submanifolds in R**[Citation Graph (0, 0)][DBLP]^{d}. ICML, 2005, pp:289-296 [Conf] - Olivier Bousquet, Olivier Chapelle, Matthias Hein
**Measure Based Regularization.**[Citation Graph (0, 0)][DBLP] NIPS, 2003, pp:- [Conf] - Matthias Hein, Olivier Bousquet, Bernhard Schölkopf
**Maximal margin classification for metric spaces.**[Citation Graph (0, 0)][DBLP] J. Comput. Syst. Sci., 2005, v:71, n:3, pp:333-359 [Journal] - Matthias Hein, Markus Maier
**Manifold Denoising as Preprocessing for Finding Natural Representations of Data.**[Citation Graph (0, 0)][DBLP] AAAI, 2007, pp:1646-1649 [Conf] - Markus Maier, Matthias Hein, Ulrike von Luxburg
**Cluster Identification in Nearest-Neighbor Graphs.**[Citation Graph (0, 0)][DBLP] ALT, 2007, pp:196-210 [Conf] - Matthias Hein, Markus Maier
**Manifold Denoising.**[Citation Graph (0, 0)][DBLP] NIPS, 2006, pp:561-568 [Conf] - Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg
**Graph Laplacians and their convergence on random neighborhood graphs**[Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal] **Spectral clustering based on the graph**[Citation Graph (, )][DBLP]*p*-Laplacian.**Non-parametric Regression Between Manifolds.**[Citation Graph (, )][DBLP]**Influence of graph construction on graph-based clustering measures.**[Citation Graph (, )][DBLP]**Manifold-valued Thin-Plate Splines with Applications in Computer Graphics.**[Citation Graph (, )][DBLP]**Enhancement of Bright Video Features for HDR Displays.**[Citation Graph (, )][DBLP]**Hitting times, commute distances and the spectral gap for large random geometric graphs**[Citation Graph (, )][DBLP]
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