7 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 3 cited
Generalization in Supervised Learning Through Riemannian Contraction
Leo Kozachkov, Patrick M. Wensing, Jean-Jacques Slotine
We prove that Riemannian contraction in a supervised learning setting implies generalization. Specifically, we show that if an optimizer is contracting in some Riemannian metric wi…
q-bio.NC2017★ 7 cited
The Causal Role of Astrocytes in Slow-Wave Rhythmogenesis: A Computational Modelling Study
Leo Kozachkov, Konstantinos P. Michmizos
Finding the origin of slow and infra-slow oscillations could reveal or explain brain mechanisms in health and disease. Here, we present a biophysically constrained computational mo…