no code implementations • 29 Sep 2021 • William T Redman, Tianlong Chen, Akshunna S. Dogra, Zhangyang Wang
Foundational work on the Lottery Ticket Hypothesis has suggested an exciting corollary: winning tickets found in the context of one task can be transferred to similar tasks, possibly even across different architectures.
no code implementations • 24 Aug 2020 • Akshunna S. Dogra, William T Redman
Neural networks have been identified as powerful tools for the study of complex systems.
no code implementations • NeurIPS 2020 • Akshunna S. Dogra, William T Redman
Koopman operator theory, a powerful framework for discovering the underlying dynamics of nonlinear dynamical systems, was recently shown to be intimately connected with neural network training.
