Does Double Descent Occur in Self-Supervised Learning?

15 July 2023

Papers citing "Does Double Descent Occur in Self-Supervised Learning?"

6 / 6 papers shown

Title
High-dimensional analysis of double descent for linear regression with random projections Francis R. Bach 70 36 0 02 Mar 2023
Double Descent and Other Interpolation Phenomena in GANs Lorenzo Luzi Yehuda Dar Richard Baraniuk 49 5 0 07 Jun 2021
More Data Can Hurt for Linear Regression: Sample-wise Double Descent Preetum Nakkiran 56 68 0 16 Dec 2019
Exact expressions for double descent and implicit regularization via surrogate random design Michal Derezinski Feynman T. Liang Michael W. Mahoney 65 78 0 10 Dec 2019
Reconciling modern machine learning practice and the bias-variance trade-off M. Belkin Daniel J. Hsu Siyuan Ma Soumik Mandal 242 1,655 0 28 Dec 2018
A Modern Take on the Bias-Variance Tradeoff in Neural Networks Brady Neal Sarthak Mittal A. Baratin Vinayak Tantia Matthew Scicluna Simon Lacoste-Julien Ioannis Mitliagkas 80 167 0 19 Oct 2018