Interpolation and Regularization for Causal Learning

18 February 2022

Papers citing "Interpolation and Regularization for Causal Learning"

6 / 6 papers shown

Title
Fit without fear: remarkable mathematical phenomena of deep learning through the prism of interpolation M. Belkin 40 186 0 29 May 2021
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 74 1,137 0 02 Jul 2020
Surprises in High-Dimensional Ridgeless Least Squares Interpolation Trevor Hastie Andrea Montanari Saharon Rosset Robert Tibshirani 157 743 0 19 Mar 2019
Reconciling modern machine learning practice and the bias-variance trade-off M. Belkin Daniel J. Hsu Siyuan Ma Soumik Mandal 197 1,638 0 28 Dec 2018
To understand deep learning we need to understand kernel learning M. Belkin Siyuan Ma Soumik Mandal 55 418 0 05 Feb 2018
Ridge regression and asymptotic minimax estimation over spheres of growing dimension Lee H. Dicker 69 75 0 15 Jan 2016