Saarland University, Machine Learning Group, Fak. MI - Mathematik und Informatik, Campus E1 1, 66123 Saarbrücken, Germany     

Machine Learning Group
Department of Mathematics and Computer Science - Saarland University

MANIFOLD DENOISING

by Matthias Hein and Markus Maier

ABOUT

On this website you can download the code for manifold denoising as described in the paper.

Noisy Manifold Original Manifold


CODE

All the files are included in one zip-file. Ensure in the unzipping process that the folder structure is preserved..

download:code (Version 1.1 - resolves issues in newer matlab versions)


REFERENCES

M. Hein and M. Maier, Manifold Denoising, Advances in Neural Information Processing Systems 19 (NIPS 2006). (Eds.) B. Schölkopf, J.C. Platt and T. Hofmann (2007). download:paper 
M. Hein and M. Maier, Manifold Denoising as Preprocessing for Finding Natural Representations of Data, Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence (AAAI-07), 1646-1649 (accepted) (2007). download:paper 


CONTACT

  hein@cs.uni-saarland.de