On Feature Learning in Neural Networks with Global Convergence Guarantees

22 April 2022

Joan Bruna

Papers citing "On Feature Learning in Neural Networks with Global Convergence Guarantees"

3 / 3 papers shown

Title
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning François Caron Fadhel Ayed Paul Jung Hoileong Lee Juho Lee Hongseok Yang 62 2 0 02 Feb 2023
Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs Etienne Boursier Loucas Pillaud-Vivien Nicolas Flammarion ODL 19 58 0 02 Jun 2022
A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network Mo Zhou Rong Ge Chi Jin 69 44 0 04 Feb 2021