François Gonze, Andrea Simonetto, et al.
ATM 2017
We study the solution of a time-varying optimization problem which is observed, i.e., it is known, only intermittently. We propose three approaches based on the prediction-correction scheme for solving this problem by exploiting splitting methods. We present convergence results in mean to a bounded asymptotical error, and showcase them in a numerical example featuring a regression problem.
François Gonze, Andrea Simonetto, et al.
ATM 2017
Daniel J. Egger, Claudio Gambella, et al.
IEEE TQE
Andrea Simonetto
EUSIPCO 2020
Emiliano Dall'Anese, Andrea Simonetto, et al.
IEEE L-CSS