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Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging
16 February 2017
Shusen Wang
Alex Gittens
Michael W. Mahoney
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Papers citing
"Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging"
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Title
SPSD Matrix Approximation vis Column Selection: Theories, Algorithms, and Extensions
Shusen Wang
Luo Luo
Zhihua Zhang
172
39
0
22 Jun 2014
Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates
Yuchen Zhang
John C. Duchi
Martin J. Wainwright
331
379
0
22 May 2013
Fast approximation of matrix coherence and statistical leverage
P. Drineas
M. Magdon-Ismail
Michael W. Mahoney
David P. Woodruff
170
534
0
18 Sep 2011
Feature Hashing for Large Scale Multitask Learning
Kilian Q. Weinberger
A. Dasgupta
Josh Attenberg
John Langford
Alex Smola
122
1,024
0
12 Feb 2009
1