no code implementations • 3 Jan 2024 • Bobak T. Kiani, Thien Le, Hannah Lawrence, Stefanie Jegelka, Melanie Weber
We study the problem of learning equivariant neural networks via gradient descent.
no code implementations • 17 Nov 2023 • Thien Le, Luana Ruiz, Stefanie Jegelka
We prove a Poincar\'e inequality for graphon signals and show that complements of node subsets satisfying this inequality are unique sampling sets for Paley-Wiener spaces of graphon signals.
no code implementations • ICLR 2022 • Thien Le, Stefanie Jegelka
The implicit bias induced by the training of neural networks has become a topic of rigorous study.