no code implementations • 19 Aug 2020 • Julia Steinberg, Madhu Advani, Haim Sompolinsky
We find that sparse expansion of the input of a student perceptron network both increases its capacity and improves the generalization performance of the network when learning a noisy rule from a teacher perceptron when these expansions are pruned after learning.
1 code implementation • 23 Jun 2017 • Andreas Eberlein, Valentin Kasper, Subir Sachdev, Julia Steinberg
We describe the non-equilibrium dynamics of the Sachdev-Ye-Kitaev models of fermions with all-to-all interactions.
Strongly Correlated Electrons High Energy Physics - Theory
