A Topological View of Unsupervised Learning from Noisy Data.

Partha Niyogi Stephen Smale Shmuel Weinberger

Published in: SIAM J. Comput. (2011)

Keyphrases

learning from noisy data
noisy data
machine learning
pattern recognition
semi supervised
supervised learning
data driven
supervised classification
viewpoint
multiple views
topological spaces
website
multiscale
input data
unsupervised learning
unsupervised manner