Author pages are created from data sourced from our academic publisher partnerships and public sources.
The troublesome kernel: why deep learning for inverse problems is typically unstable
In this paper we present a comprehensive mathematical analysis explaining the many facets of the instability phenomenon in DL for inverse problems. Expand
Convergence of Levy–Lieb to Thomas–Fermi density functional
We prove that the Levy–Lieb density functional Gamma-converges to the Thomas–Fermi functional in the semiclassical mean-field limit. In particular, this aides an easy alternative proof of the… Expand