2 papers
math.OC2026
Krylov Subspace Acceleration for First-Order Splitting Methods in Convex Quadratic Programming
Gabriel Berk Pereira, Paul J. Goulart
We propose an acceleration scheme for first-order methods (FOMs) for convex quadratic programs (QPs) that is analogous to Anderson acceleration and the Generalized Minimal Residual…
eess.SY2024
A neural network-based approach to hybrid systems identification for control
Filippo Fabiani, Bartolomeo Stellato, Daniele Masti +1
We consider the problem of designing a machine learning-based model of an unknown dynamical system from a finite number of (state-input)-successor state data points, such that the…