Matthias Hein

2009
16	EE	Markus Maier, Matthias Hein, Ulrike von Luxburg: Optimal construction of k-nearest-neighbor graphs for identifying noisy clusters. Theor. Comput. Sci. 410(19): 1749-1764 (2009)
2008
15	EE	Markus Maier, Ulrike von Luxburg, Matthias Hein: Influence of graph construction on graph-based clustering measures. NIPS 2008: 1025-1032
14	EE	Florian Steinke, Matthias Hein: Non-parametric Regression Between Manifolds. NIPS 2008: 1561-1568
13	EE	Florian Steinke, Matthias Hein, Jan Peters, Bernhard Schölkopf: Manifold-valued Thin-Plate Splines with Applications in Computer Graphics. Comput. Graph. Forum 27(2): 437-448 (2008)
12	EE	Piotr Didyk, Rafal Mantiuk, Matthias Hein, Hans-Peter Seidel: Enhancement of Bright Video Features for HDR Displays. Comput. Graph. Forum 27(4): 1265-1274 (2008)
2007
11		Matthias Hein, Markus Maier: Manifold Denoising as Preprocessing for Finding Natural Representations of Data. AAAI 2007: 1646-1649
10	EE	Markus Maier, Matthias Hein, Ulrike von Luxburg: Cluster Identification in Nearest-Neighbor Graphs. ALT 2007: 196-210
2006
9	EE	Matthias Hein: Uniform Convergence of Adaptive Graph-Based Regularization. COLT 2006: 50-64
8	EE	Matthias Hein, Markus Maier: Manifold Denoising. NIPS 2006: 561-568
7	EE	Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg: Graph Laplacians and their convergence on random neighborhood graphs CoRR abs/math/0608522: (2006)
2005
6	EE	Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg: From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians. COLT 2005: 470-485
5	EE	Matthias Hein, Jean-Yves Audibert: Intrinsic dimensionality estimation of submanifolds in Rd. ICML 2005: 289-296
4	EE	Matthias Hein, Olivier Bousquet, Bernhard Schölkopf: Maximal margin classification for metric spaces. J. Comput. Syst. Sci. 71(3): 333-359 (2005)
2004
3	EE	Matthias Hein, Thomas Navin Lal, Olivier Bousquet: Hilbertian Metrics on Probability Measures and Their Application in SVM?s. DAGM-Symposium 2004: 270-277
2003
2	EE	Matthias Hein, Olivier Bousquet: Maximal Margin Classification for Metric Spaces. COLT 2003: 72-86
1	EE	Olivier Bousquet, Olivier Chapelle, Matthias Hein: Measure Based Regularization. NIPS 2003

Coauthor Index

1	Jean-Yves Audibert	[5] [6] [7]
2	Olivier Bousquet	[1] [2] [3] [4]
3	Olivier Chapelle	[1]
4	Piotr Didyk	[12]
5	Thomas Navin Lal	[3]
6	Ulrike von Luxburg	[6] [7] [10] [15] [16]
7	Markus Maier	[8] [10] [11] [15] [16]
8	Rafal Mantiuk	[12]
9	Jan Peters	[13]
10	Bernhard Schölkopf	[4] [13]
11	Hans-Peter Seidel	[12]
12	Florian Steinke	[13] [14]

Colors in the list of coauthors