Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms

24 February 2020

Papers citing "Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms"

7 / 7 papers shown

Title
Towards a statistical theory of data selection under weak supervision Germain Kolossov Andrea Montanari Pulkit Tandon 18 14 0 25 Sep 2023
On the asymptotic properties of a bagging estimator with a massive dataset Yuan Gao Riquan Zhang Hansheng Wang 16 1 0 13 Apr 2023
Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data Rui Xie Shuyang Bai Ping Ma AI4TS 16 7 0 14 Mar 2023
An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation Jingyi Zhang Cheng Meng Jun Yu Mengrui Zhang Wenxuan Zhong Ping Ma OT 16 12 0 31 May 2022
Optimal subsampling for functional quantile regression Qian Yan Hanyu Li Chengmei Niu 27 7 0 05 May 2022
An Asymptotic Analysis of Minibatch-Based Momentum Methods for Linear Regression Models Yuan Gao Xuening Zhu Haobo Qi Guodong Li Riquan Zhang Hansheng Wang 18 3 0 02 Nov 2021
Determinantal Point Processes in Randomized Numerical Linear Algebra Michal Derezinski Michael W. Mahoney 31 76 0 07 May 2020