16 citations · 71 across the 18 of their papers we have counts for
4 papers · 1 filter
Modeling and identification of uncertain-input systems
Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson
In this work, we present a new class of models, called uncertain-input models, that allows us to treat system-identification problems in which a linear system is subject to a parti…
The Generalized Cross Validation Filter
Giulio Bottegal, Gianluigi Pillonetto
Generalized cross validation (GCV) is one of the most important approaches used to estimate parameters in the context of inverse problems and regularization techniques. A notable e…
Preserving Privacy of Finite Impulse Response Systems
Giulio Bottegal, Farhad Farokhi, Iman Shames
Adding input and output noises for increasing model identification error of finite impulse response (FIR) systems is considered. This is motivated by the desire to protect the mode…
An empirical Bayes approach to identification of modules in dynamic networks
Niklas Everitt, Giulio Bottegal, Håkan Hjalmarsson
We present a new method of identifying a specific module in a dynamic network, possibly with feedback loops. Assuming known topology, we express the dynamics by an acyclic network…