Neural Network Optimization Strategies and the Topography of the Loss Landscape

This research dissects the topography of neural network loss landscapes to reveal how optimization dynamics fundamentally dictate generalization capabilities...

Level: advanced

By Jianneng Yu, Alexandre V. Morozov

Category: research