Understanding Lookahead Dynamics Through Laplace Transform

Aniket Sanyal, Tatjana Chavdarova

We introduce a frequency-domain framework for convergence analysis of hyperparameters in game optimization, leveraging High-Resolution Differential Equations (HRDEs) and Laplace tr…