9 citations · 9 across the 2 of their papers we have counts for
2 papers
math.OC2023
Restarts subject to approximate sharpness: A parameter-free and optimal scheme for first-order methods
Ben Adcock, Matthew J. Colbrook, Maksym Neyra-Nesterenko
Sharpness is an almost generic assumption in continuous optimization that bounds the distance from minima by objective function suboptimality. It facilitates the acceleration of fi…
cs.LG2022★ 9 cited
NESTANets: Stable, accurate and efficient neural networks for analysis-sparse inverse problems
Maksym Neyra-Nesterenko, Ben Adcock
Solving inverse problems is a fundamental component of science, engineering and mathematics. With the advent of deep learning, deep neural networks have significant potential to ou…