Fast approximation of matrix coherence and statistical leverage

18 September 2011

Papers citing "Fast approximation of matrix coherence and statistical leverage"

8 / 8 papers shown

Title
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression Problems Younghyun Cho James Demmel Michal Derezinski Haoyun Li Hengrui Luo Michael W. Mahoney Riley Murray 37 6 0 30 Aug 2023
Stochastic Variance-Reduced Newton: Accelerating Finite-Sum Minimization with Large Batches Michal Derezinski 65 6 0 06 Jun 2022
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching Anru R. Zhang Yuetian Luo Garvesh Raskutti M. Yuan 129 44 0 09 Nov 2019
Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction K. Bouchard Alejandro F. Bujan Farbod Roosta-Khorasani Shashanka Ubaru P. Prabhat A. Snijders J. Mao E. Chang Michael W. Mahoney Sharmodeep Bhattacharyya 28 18 0 22 May 2017
Unbiased estimates for linear regression via volume sampling Michal Derezinski Manfred K. Warmuth 103 51 0 19 May 2017
Matrix Coherence and the Nystrom Method Ameet Talwalkar Afshin Rostamizadeh 116 88 0 09 Aug 2014
Learning Out of Leaders Mathilde Mougeot D. Picard K. Tribouley 134 20 0 12 Jan 2010
A randomized algorithm for principal component analysis V. Rokhlin Arthur Szlam M. Tygert 71 429 0 12 Sep 2008