An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression

An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression

22 June 2023

Gal Vardi

Papers citing "An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression"

5 / 5 papers shown

Title
Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality Marko Medvedev Gal Vardi Nathan Srebro 68 3 0 05 Sep 2024
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models Lijia Zhou Frederic Koehler Pragya Sur Danica J. Sutherland Nathan Srebro 83 9 0 21 Oct 2022
Optimistic Rates: A Unifying Theory for Interpolation Learning and Regularization in Linear Regression Lijia Zhou Frederic Koehler Danica J. Sutherland Nathan Srebro 95 24 0 08 Dec 2021
Tight bounds for minimum l1-norm interpolation of noisy data Guillaume Wang Konstantin Donhauser Fanny Yang 79 20 0 10 Nov 2021
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural Networks James B. Simon Madeline Dickens Dhruva Karkada M. DeWeese 48 27 0 08 Oct 2021