Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time

6 February 2024

Papers citing "Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time"

3 / 3 papers shown

Title
Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions Aaron Mishkin Arda Sahiner Mert Pilanci OffRL 77 30 0 02 Feb 2022
Parallel Deep Neural Networks Have Zero Duality Gap Yifei Wang Tolga Ergen Mert Pilanci 79 10 0 13 Oct 2021
A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network Mo Zhou Rong Ge Chi Jin 69 44 0 04 Feb 2021