The SCEAS System
Navigation Menu

Search the dblp DataBase

Title:
Author:

Matthias Hein: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Matthias Hein
    Uniform Convergence of Adaptive Graph-Based Regularization. [Citation Graph (0, 0)][DBLP]
    COLT, 2006, pp:50-64 [Conf]
  2. 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]
  3. Matthias Hein, Olivier Bousquet
    Maximal Margin Classification for Metric Spaces. [Citation Graph (0, 0)][DBLP]
    COLT, 2003, pp:72-86 [Conf]
  4. 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]
  5. Matthias Hein, Jean-Yves Audibert
    Intrinsic dimensionality estimation of submanifolds in Rd. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:289-296 [Conf]
  6. Olivier Bousquet, Olivier Chapelle, Matthias Hein
    Measure Based Regularization. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  7. 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]
  8. 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]
  9. Markus Maier, Matthias Hein, Ulrike von Luxburg
    Cluster Identification in Nearest-Neighbor Graphs. [Citation Graph (0, 0)][DBLP]
    ALT, 2007, pp:196-210 [Conf]
  10. Matthias Hein, Markus Maier
    Manifold Denoising. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:561-568 [Conf]
  11. 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]

  12. Spectral clustering based on the graph p-Laplacian. [Citation Graph (, )][DBLP]


  13. Non-parametric Regression Between Manifolds. [Citation Graph (, )][DBLP]


  14. Influence of graph construction on graph-based clustering measures. [Citation Graph (, )][DBLP]


  15. Manifold-valued Thin-Plate Splines with Applications in Computer Graphics. [Citation Graph (, )][DBLP]


  16. Enhancement of Bright Video Features for HDR Displays. [Citation Graph (, )][DBLP]


  17. Hitting times, commute distances and the spectral gap for large random geometric graphs [Citation Graph (, )][DBLP]


Search in 0.012secs, Finished in 0.013secs
NOTICE1
System may not be available sometimes or not working properly, since it is still in development with continuous upgrades
NOTICE2
The rankings that are presented on this page should NOT be considered as formal since the citation info is incomplete in DBLP
 
System created by asidirop@csd.auth.gr [http://users.auth.gr/~asidirop/] © 2002
for Data Engineering Laboratory, Department of Informatics, Aristotle University © 2002