Connecting Dynamics and Landscapes in High-Dimension
Connecting geometric properties in the loss landscape and optimisation dynamics in ML systems.
Description
This project explores the complex loss landscapes of neural networks. Supported by the WASP Starting Package, it seeks to establish rigorous connections between the static geometric properties of these landscapes and the dynamic behavior of optimisation algorithms used to traverse them.