Generalization Guarantees of Gradient Descent for Multi-Layer Neural Networks

26 May 2023

Papers citing "Generalization Guarantees of Gradient Descent for Multi-Layer Neural Networks"

5 / 5 papers shown

Title
Sharper Guarantees for Learning Neural Network Classifiers with Gradient Methods Hossein Taheri Christos Thrampoulidis Arya Mazumdar MLT 31 0 0 13 Oct 2024
Stability and Generalization for Minibatch SGD and Local SGD Yunwen Lei Tao Sun Mingrui Liu 22 3 0 02 Oct 2023
Fine-grained analysis of non-parametric estimation for pairwise learning Junyu Zhou Shuo Huang Han Feng Puyu Wang Ding-Xuan Zhou 35 1 0 31 May 2023
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks Yunwen Lei Rong Jin Yiming Ying MLT 34 18 0 19 Sep 2022
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 114 577 0 27 Feb 2015