53 citations · 151 across the 36 of their papers we have counts for
3 papers · 1 filter
Tracking the time course of reproduction number and lockdown's effect during SARS-CoV-2 epidemic: nonparametric estimation
Gianluigi Pillonetto, Mauro Bisiacco, Giorgio Palù +1
Accurate modeling of lockdown effects on SARS-CoV-2 epidemic evolution is a key issue in order e.g. to inform health-care decisions on emergency management. The compartmental and s…
Mathematical foundations of stable RKHSs
Mauro Bisiacco, Gianluigi Pillonetto
Reproducing kernel Hilbert spaces (RKHSs) are key spaces for machine learning that are becoming popular also for linear system identification. In particular, the so-called stable R…
Stable and Robust LQR Design via Scenario Approach
Anna Scampicchio, Aleksandr Aravkin, Gianluigi Pillonetto
Linear Quadratic Regulator (LQR) design is one of the most classical optimal control problems, whose well-known solution is an input sequence expressed as a state-feedback. In this…