Sub-sampled Newton Methods with Non-uniform Sampling
Title | Sub-sampled Newton Methods with Non-uniform Sampling |
Publication Type | Conference Paper |
Year of Publication | 2016 |
Authors | Xu, P., Yang J., Roosta-Khorasani F., Re C., & Mahoney M. |
Published in | Proceedings of the 2016 NIPS Conference |
Acknowledgment | We would like to thank the Army Research Office and the Defense Advanced Research Projects Agency as well as Intel, Toshiba and the Moore Foundation for support along with DARPA through MEMEX (FA8750-14-2-0240), SIMPLEX (N66001-15-C-4043), and XDATA (FA8750-12-2-0335) programs, and the Office of Naval Research (N000141410102, N000141210041 and N000141310129). Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of DARPA, ONR, or the U.S. government. |
URL | http://www.stat.berkeley.edu/~mmahoney/pubs/ssn-nonuniform-nips16.pdf |
ICSI Research Group | Big Data |