Generalisation dynamics of online learning in over-parameterised neural
networks

Generalisation dynamics of online learning in over-parameterised neural networks

25 January 2019

Sebastian Goldt

Madhu S. Advani

Florent Krzakala

Lenka Zdeborová

Papers citing "Generalisation dynamics of online learning in over-parameterised neural networks"

6 / 6 papers shown

Title
Annihilation of Spurious Minima in Two-Layer ReLU Networks Yossi Arjevani M. Field 16 8 0 12 Oct 2022
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II Yossi Arjevani M. Field 28 18 0 21 Jul 2021
An analytic theory of shallow networks dynamics for hinge loss classification Franco Pellegrini Giulio Biroli 19 19 0 19 Jun 2020
Symmetry & critical points for a model shallow neural network Yossi Arjevani M. Field 26 13 0 23 Mar 2020
Data augmentation instead of explicit regularization Alex Hernández-García Peter König 30 141 0 11 Jun 2018
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 119 577 0 27 Feb 2015