5 citations · 21 across the 23 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
math.OC2021★ 1 cited
From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces
Francesco Bullo, Pedro Cisneros-Velarde, Alexander Davydov +1
The design of fixed point algorithms is at the heart of monotone operator theory, convex analysis, and of many modern optimization problems arising in machine learning and control.…
math.OC2021★ 2 cited
A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows
Pedro Cisneros-Velarde, Francesco Bullo
Much recent interest has focused on the design of optimization algorithms from the discretization of an associated optimization flow, i.e., a system of differential equations (ODEs…