Matthias Hein

	2009
18		Thomas Bühler, Matthias Hein: Spectral clustering based on the graph p-Laplacian. ICML 2009: 11
17		Andreas Keller, Nicole Ludwig, Sabrina Heisel, Petra Leidinger, Claudia Andres, Wolf-Ingo Steudel, Hanno Huwer, Bernhard Burgeth, Matthias Hein, Joachim Weickert, Eckart Meese, Hans-Peter Lenhof: Large-scale antibody profiling of human blood sera: The future of molecular diagnosis. Informatik Spektrum 32(4): 332-338 (2009)
16		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		Markus Maier, Ulrike von Luxburg, Matthias Hein: Influence of graph construction on graph-based clustering measures. NIPS 2008: 1025-1032
14		Florian Steinke, Matthias Hein: Non-parametric Regression Between Manifolds. NIPS 2008: 1561-1568
13		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		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		Markus Maier, Matthias Hein, Ulrike von Luxburg: Cluster Identification in Nearest-Neighbor Graphs. ALT 2007: 196-210
	2006
9		Matthias Hein: Uniform Convergence of Adaptive Graph-Based Regularization. COLT 2006: 50-64
8		Matthias Hein, Markus Maier: Manifold Denoising. NIPS 2006: 561-568
7		Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg: Graph Laplacians and their convergence on random neighborhood graphs CoRR abs/math/0608522: (2006)
	2005
6		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		Matthias Hein, Jean-Yves Audibert: Intrinsic dimensionality estimation of submanifolds in Rd. ICML 2005: 289-296
4		Matthias Hein, Olivier Bousquet, Bernhard Schölkopf: Maximal margin classification for metric spaces. J. Comput. Syst. Sci. 71(3): 333-359 (2005)
	2004
3		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		Matthias Hein, Olivier Bousquet: Maximal Margin Classification for Metric Spaces. COLT 2003: 72-86
1		Olivier Bousquet, Olivier Chapelle, Matthias Hein: Measure Based Regularization. NIPS 2003

Coauthor Index

1	Claudia Andres	[17]
2	Jean-Yves Audibert	[5] [6] [7]
3	Olivier Bousquet	[1] [2] [3] [4]
4	Thomas Bühler	[18]
5	Bernhard Burgeth	[17]
6	Olivier Chapelle	[1]
7	Piotr Didyk	[12]
8	Sabrina Heisel	[17]
9	Hanno Huwer	[17]
10	Andreas Keller	[17]
11	Thomas Navin Lal	[3]
12	Petra Leidinger	[17]
13	Hans-Peter Lenhof	[17]
14	Nicole Ludwig	[17]
15	Ulrike von Luxburg	[6] [7] [10] [15] [16]
16	Markus Maier	[8] [10] [11] [15] [16]
17	Rafal Mantiuk	[12]
18	Eckart Meese	[17]
19	Jan Peters	[13]
20	Bernhard Schölkopf	[4] [13]
21	Hans-Peter Seidel	[12]
22	Florian Steinke	[13] [14]
23	Wolf-Ingo Steudel	[17]
24	Joachim Weickert	[17]

Colors in the list of coauthors