Functional linear and single-index models: A unified approach via Gaussian Stein identity

8 June 2022

Papers citing "Functional linear and single-index models: A unified approach via Gaussian Stein identity"

8 / 8 papers shown

Title
Learning a Single Index Model from Anisotropic Data with vanilla Stochastic Gradient Descent Guillaume Braun Minh Ha Quang Masaaki Imaizumi MLT 37 0 0 31 Mar 2025
Convergence Analysis of regularised Nyström method for Functional Linear Regression Naveen Gupta Sivananthan Sampath 28 0 0 25 Oct 2024
Optimal Rates for Functional Linear Regression with General Regularization Naveen Gupta S. Sivananthan Bharath K. Sriperumbudur 21 4 0 14 Jun 2024
Convergence Analysis of Kernel Conjugate Gradient for Functional Linear Regression Naveen Gupta And S. SIVANANTHAN Bharath K. Sriperumbudur 20 1 0 04 Oct 2023
Minimax Optimal Kernel Operator Learning via Multilevel Training Jikai Jin Yiping Lu Jose H. Blanchet Lexing Ying 23 11 0 28 Sep 2022
On Hypothesis Transfer Learning of Functional Linear Models Haotian Lin M. Reimherr 25 3 0 09 Jun 2022
A reproducing kernel Hilbert space approach to functional linear regression M. Yuan Tommaso Cai 95 277 0 12 Nov 2012
An RKHS formulation of the inverse regression dimension-reduction problem T. Hsing Haobo Ren 60 53 0 01 Apr 2009