78 citations · 82 across the 9 of their papers we have counts for
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stat.ME2026
Scenario Approach with Post-Design Certification of User-Specified Properties
Algo Carè, Marco C. Campi, Simone Garatti
The scenario approach is an established data-driven design framework that comes equipped with a powerful theory linking design complexity to generalization properties. In this appr…
stat.ME2015★ 1 cited
Sign-Perturbed Sums (SPS) with Instrumental Variables for the Identification of ARX Systems - Extended Version
Valerio Volpe, Balázs Cs. Csáji, Algo Carè +2
We propose a generalization of the recently developed system identification method called Sign-Perturbed Sums (SPS). The proposed construction is based on the instrumental variable…