Sparsity-aware generalization theory for deep neural networks

1 July 2023

Papers citing "Sparsity-aware generalization theory for deep neural networks"

5 / 5 papers shown

Title
Investigating the Ability of PINNs To Solve Burgers' PDE Near Finite-Time BlowUp Dibyakanti Kumar Anirbit Mukherjee 31 2 0 08 Oct 2023
Size Lowerbounds for Deep Operator Networks Anirbit Mukherjee Amartya Roy AI4CE 24 3 0 11 Aug 2023
On progressive sharpening, flat minima and generalisation L. MacDonald Jack Valmadre Simon Lucey 25 4 0 24 May 2023
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 287 2,890 0 15 Sep 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 119 577 0 27 Feb 2015