Prateek Jain 0002, Chi Jin, Sham M. Kakade, Praneeth Netrapalli, Aaron Sidford. Streaming PCA: Matching Matrix Bernstein and Near-Optimal Finite Sample Guarantees for Oja's Algorithm. In Vitaly Feldman, Alexander Rakhlin, Ohad Shamir, editors, Proceedings of the 29th Conference on Learning Theory, COLT 2016, New York, USA, June 23-26, 2016. Volume 49 of JMLR Workshop and Conference Proceedings, pages 1147-1164, JMLR.org, 2016. [doi]
@inproceedings{JainJKNS16,
title = {Streaming PCA: Matching Matrix Bernstein and Near-Optimal Finite Sample Guarantees for Oja's Algorithm},
author = {Prateek Jain 0002 and Chi Jin and Sham M. Kakade and Praneeth Netrapalli and Aaron Sidford},
year = {2016},
url = {http://jmlr.org/proceedings/papers/v49/jain16.html},
researchr = {https://researchr.org/publication/JainJKNS16},
cites = {0},
citedby = {0},
pages = {1147-1164},
booktitle = {Proceedings of the 29th Conference on Learning Theory, COLT 2016, New York, USA, June 23-26, 2016},
editor = {Vitaly Feldman and Alexander Rakhlin and Ohad Shamir},
volume = {49},
series = {JMLR Workshop and Conference Proceedings},
publisher = {JMLR.org},
}