Convergence Analysis of regularised Nyström method for Functional Linear Regression

25 October 2024

Papers citing "Convergence Analysis of regularised Nyström method for Functional Linear Regression"

10 / 10 papers shown

Title
Optimal Rates for Functional Linear Regression with General Regularization Naveen Gupta S. Sivananthan Bharath K. Sriperumbudur 52 4 0 14 Jun 2024
On regularized polynomial functional regression Markus Holzleitner S. Pereverzyev 171 6 0 06 Nov 2023
Convergence Analysis of Kernel Conjugate Gradient for Functional Linear Regression Naveen Gupta And S. SIVANANTHAN Bharath K. Sriperumbudur 35 1 0 04 Oct 2023
Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression Jiading Liu Lei Shi 52 12 0 20 Nov 2022
Analysis of regularized Nyström subsampling for regression functions of low smoothness Shuai Lu Peter Mathé S. Pereverzyev 55 18 0 03 Jun 2018
FALKON: An Optimal Large Scale Kernel Method Alessandro Rudi Luigi Carratino Lorenzo Rosasco 49 196 0 31 May 2017
Functional Regression Jeffrey S. Morris OffRL 137 446 0 16 Jun 2014
Revisiting the Nystrom Method for Improved Large-Scale Machine Learning Alex Gittens Michael W. Mahoney 109 414 0 07 Mar 2013
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 128 282 0 09 Aug 2012
Methodology and convergence rates for functional linear regression P. Hall J. Horowitz 122 649 0 03 Aug 2007