Partha Niyogi, Stephen Smale, Shmuel Weinberger. A Topological View of Unsupervised Learning from Noisy Data. SIAM Journal on Computing, 40(3):646-663, 2011. [doi]
@article{NiyogiSW11,
title = {A Topological View of Unsupervised Learning from Noisy Data},
author = {Partha Niyogi and Stephen Smale and Shmuel Weinberger},
year = {2011},
doi = {10.1137/090762932},
url = {http://dx.doi.org/10.1137/090762932},
tags = {data-flow},
researchr = {https://researchr.org/publication/NiyogiSW11},
cites = {0},
citedby = {0},
journal = {SIAM Journal on Computing},
volume = {40},
number = {3},
pages = {646-663},
}