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Venues (Conferences, Journals, ...)
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GrowBag graphs for keyword ? (Num. hits/coverage)
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Found 33 publication records. Showing 33 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Syama Sundar Rangapuram, Matthias Hein |
Constrained 1-Spectral Clustering.  |
Journal of Machine Learning Research - Proceedings Track  |
2012 |
DBLP BibTeX RDF |
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| 1 | Markus Maier, Ulrike von Luxburg, Matthias Hein |
How the result of graph clustering methods depends on the construction of the graph |
CoRR |
2011 |
DBLP BibTeX RDF |
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| 1 | Matthias Hein, Gábor Lugosi, Lorenzo Rosasco, Steve Smale |
Mathematical and Computational Foundations of Learning Theory (Dagstuhl Seminar 11291). |
Dagstuhl Reports |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Michael Grimm, Alexander Krah, Noman Murtaza, Rajesh Kumar Sharma, Markus Herrmann Landmann, Reiner S. Thomä, Albert Heuberger, Matthias Hein |
Performance evaluation of directional spectrum sensing using an over-the-air testbed. |
CogART |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Martin Slawski, Matthias Hein |
Sparse recovery by thresholded non-negative least squares. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Matthias Hein, Simon Setzer |
Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Florian Steinke, Matthias Hein, Bernhard Schölkopf |
Nonparametric Regression between General Riemannian Manifolds. |
SIAM J. Imaging Sciences |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Matthias Hein, Thomas Bühler |
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA |
CoRR |
2010 |
DBLP BibTeX RDF |
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| 1 | Ulrike von Luxburg, Agnes Radl, Matthias Hein |
Hitting times, commute distances and the spectral gap for large random geometric graphs |
CoRR |
2010 |
DBLP BibTeX RDF |
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| 1 | Ulrike von Luxburg, Agnes Radl, Matthias Hein |
Getting lost in space: Large sample analysis of the resistance distance. |
NIPS |
2010 |
DBLP BibTeX RDF |
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| 1 | Matthias Hein, Thomas Bühler |
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA. |
NIPS |
2010 |
DBLP BibTeX RDF |
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| 1 | Markus Maier, Matthias Hein, Ulrike von Luxburg |
Optimal construction of k-nearest-neighbor graphs for identifying noisy clusters. |
Theor. Comput. Sci. |
2009 |
DBLP DOI BibTeX RDF |
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| 1 | 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 |
2009 |
DBLP DOI BibTeX RDF |
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| 1 | Thomas Bühler, Matthias Hein |
Spectral clustering based on the graph p-Laplacian. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
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| 1 | Matthias Hein |
Robust Nonparametric Regression with Metric-Space Valued Output. |
NIPS |
2009 |
DBLP BibTeX RDF |
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| 1 | Kwang In Kim, Florian Steinke, Matthias Hein |
Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction. |
NIPS |
2009 |
DBLP BibTeX RDF |
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| 1 | Piotr Didyk, Rafal Mantiuk, Matthias Hein, Hans-Peter Seidel |
Enhancement of Bright Video Features for HDR Displays. |
Comput. Graph. Forum |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Florian Steinke, Matthias Hein, Jan Peters, Bernhard Schölkopf |
Manifold-valued Thin-Plate Splines with Applications in Computer Graphics. |
Comput. Graph. Forum |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Florian Steinke, Matthias Hein |
Non-parametric Regression Between Manifolds. |
NIPS |
2008 |
DBLP BibTeX RDF |
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| 1 | Markus Maier, Ulrike von Luxburg, Matthias Hein |
Influence of graph construction on graph-based clustering measures. |
NIPS |
2008 |
DBLP BibTeX RDF |
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| 1 | Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg |
Graph Laplacians and their Convergence on Random Neighborhood Graphs. |
Journal of Machine Learning Research |
2007 |
DBLP BibTeX RDF |
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| 1 | Markus Maier, Matthias Hein, Ulrike von Luxburg |
Cluster Identification in Nearest-Neighbor Graphs. |
ALT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthias Hein, Markus Maier |
Manifold Denoising as Preprocessing for Finding Natural Representations of Data. |
AAAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Matthias Hein |
Geometrical aspects of statistical learning theory. |
|
2006 |
RDF |
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| 1 | Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg |
Graph Laplacians and their convergence on random neighborhood graphs |
CoRR |
2006 |
DBLP BibTeX RDF |
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| 1 | Matthias Hein |
Uniform Convergence of Adaptive Graph-Based Regularization. |
COLT |
2006 |
DBLP DOI BibTeX RDF |
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| 1 | Matthias Hein, Markus Maier |
Manifold Denoising. |
NIPS |
2006 |
DBLP BibTeX RDF |
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| 1 | Matthias Hein, Olivier Bousquet, Bernhard Schölkopf |
Maximal margin classification for metric spaces. |
J. Comput. Syst. Sci. |
2005 |
DBLP DOI BibTeX RDF |
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| 1 | Matthias Hein, Jean-Yves Audibert |
Intrinsic dimensionality estimation of submanifolds in Rd. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
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| 1 | Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg |
From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians. |
COLT |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthias Hein, Thomas Navin Lal, Olivier Bousquet |
Hilbertian Metrics on Probability Measures and Their Application in SVM?s. |
DAGM-Symposium |
2004 |
DBLP DOI BibTeX RDF |
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| 1 | Matthias Hein, Olivier Bousquet |
Maximal Margin Classification for Metric Spaces. |
COLT |
2003 |
DBLP DOI BibTeX RDF |
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| 1 | Olivier Bousquet, Olivier Chapelle, Matthias Hein |
Measure Based Regularization. |
NIPS |
2003 |
DBLP BibTeX RDF |
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Displaying result #1 - #33 of 33 (100 per page; Change: )
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