Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time

26 June 2020

Papers citing "Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time"

3 / 3 papers shown

Title
Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks Mert Pilanci Tolga Ergen 57 118 0 24 Feb 2020
How do infinite width bounded norm networks look in function space? Pedro H. P. Savarese Itay Evron Daniel Soudry Nathan Srebro 39 166 0 13 Feb 2019
Gradient Descent Quantizes ReLU Network Features Hartmut Maennel Olivier Bousquet Sylvain Gelly MLT 30 80 0 22 Mar 2018