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


by Matthias Hein and Markus Maier


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

Noisy Manifold Original Manifold


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)


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