Nonconvex regularization for sparse neural networks

24 April 2020

Papers citing "Nonconvex regularization for sparse neural networks"

4 / 4 papers shown

Title
How do infinite width bounded norm networks look in function space? Pedro H. P. Savarese Itay Evron Daniel Soudry Nathan Srebro 44 166 0 13 Feb 2019
Neural Network with Unbounded Activation Functions is Universal Approximator Sho Sonoda Noboru Murata 49 335 0 14 May 2015
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems Zhaoran Wang Han Liu Tong Zhang 80 175 0 20 Jun 2013
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima Po-Ling Loh Martin J. Wainwright 183 516 0 10 May 2013