A statistical perspective of sampling scores for linear regression

v1v2 (latest)

A statistical perspective of sampling scores for linear regression

21 July 2015

Aarti Singh

ArXiv (abs)PDF HTML

Papers citing "A statistical perspective of sampling scores for linear regression"

8 / 8 papers shown

Title
CS4ML: A general framework for active learning with arbitrary data based on Christoffel functions Ben Adcock Juan M. Cardenas N. Dexter 73 6 0 01 Jun 2023
Fourier Sparse Leverage Scores and Approximate Kernel Learning T. Erdélyi Cameron Musco Christopher Musco 73 22 0 12 Jun 2020
How to reduce dimension with PCA and random projections? Fan Yang Sifan Liu Yan Sun David P. Woodruff 63 28 0 01 May 2020
Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms Ping Ma Xinlian Zhang Xin Xing Jingyi Ma Michael W. Mahoney 104 57 0 24 Feb 2020
An Econometric Perspective on Algorithmic Subsampling Serena Ng S. Lee 60 13 0 03 Jul 2019
Asymptotics for Sketching in Least Squares Regression Yan Sun Sifan Liu 61 13 0 14 Oct 2018
Determinantal Point Processes for Coresets Nicolas M Tremblay Simon Barthelmé P. Amblard 76 32 0 23 Mar 2018
Random sampling of bandlimited signals on graphs Gilles Puy Nicolas M Tremblay Rémi Gribonval P. Vandergheynst 90 158 0 16 Nov 2015