Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces

5 October 2022

Papers citing "Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces"

5 / 5 papers shown

Title
A Fine-Grained Spectral Perspective on Neural Networks Greg Yang Hadi Salman 57 113 0 24 Jul 2019
On the Spectral Bias of Neural Networks Nasim Rahaman A. Baratin Devansh Arpit Felix Dräxler Min Lin Fred Hamprecht Yoshua Bengio Aaron Courville 94 1,408 0 22 Jun 2018
Parseval Networks: Improving Robustness to Adversarial Examples Moustapha Cissé Piotr Bojanowski Edouard Grave Yann N. Dauphin Nicolas Usunier AAML 112 800 0 28 Apr 2017
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima Po-Ling Loh Martin J. Wainwright 178 516 0 10 May 2013
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 153 575 0 11 Oct 2009