no code implementations • 10 Jul 2024 • Dinghao Cao, Zheng-Chu Guo, Lei Shi
This paper presents a comprehensive study on the convergence rates of the stochastic gradient descent (SGD) algorithm when applied to overparameterized two-layer neural networks.
