Stanford University, Stanford, CA, USA; Physics & Informatics Laboratories, NTT Research, Inc., Sunnyvale, CA, USA
Hidenori Tanaka, Daniel Kunin
Noether's theorem;learning dynamics;symmetry;loss landscape;differential equation;modified equation analysis;conservation law;hessian;geometry;physics;gradient flow
Noether’s Learning Dynamics: Role of Symmetry Breaking in Neural Networks