NeurIPS 2018spotlight9 citations
Robust Subspace Approximation in a Stream
Roie Levin, Anish Prasad Sevekari, David Woodruff
Abstract
We study robust subspace estimation in the streaming and distributed settings. Given a set of n data points {a
BibTeX
@inproceedings{NEURIPS2018_f5e53608,
author = {Levin, Roie and Sevekari, Anish Prasad and Woodruff, David},
booktitle = {Advances in Neural Information Processing Systems},
editor = {S. Bengio and H. Wallach and H. Larochelle and K. Grauman and N. Cesa-Bianchi and R. Garnett},
pages = {},
publisher = {Curran Associates, Inc.},
title = {Robust Subspace Approximation in a Stream},
url = {https://proceedings.neurips.cc/paper_files/paper/2018/file/f5e536083a438cec5b64a4954abc17f1-Paper.pdf},
volume = {31},
year = {2018}
}