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math.OC2022
On the synchronization of the Kuramoto-type model of oscillators with lossy couplings
Yemi Ojo, Khaled Laib, Ioannis Lestas
We consider the problem of synchronization of coupled oscillators in a Kuramoto-type model with lossy couplings. Kuramoto models have been used to gain insight on the stability of…
math.OC2022
Convergence Rate Bounds for the Mirror Descent Method: IQCs and the Bregman Divergence
Mengmou Li, Khaled Laib, Ioannis Lestas
This paper is concerned with convergence analysis for the mirror descent (MD) method, a well-known algorithm in convex optimization. An analysis framework via integral quadratic co…