5 papers · 1 filter
Pathological Regimes of Closed-Loop Recommendation Systems over Social Networks
Mariano Simone, Frasca Paolo
This paper addresses the problem of designing recommendation systems for social networks and e-commerce platforms from a control-theoretic perspective. We formulate recommendation…
Optimal Control Synthesis of Closed-Loop Recommendation Systems over Social Networks
Simone Mariano, Paolo Frasca
This paper addresses the problem of designing recommendation systems for social networks and e-commerce platforms from a control-theoretic perspective. We treat the design of recom…
Partitioned robustness analysis of networks with uncertain links
Simone Mariano, Chung-Yao Kao, Michael Cantoni
Network robustness to link perturbations is studied from an input-output perspective. The main result is a set of integral quadratic constraints (IQCs) that imply robust stability…
Neighbourhood conditions for network stability with link uncertainty
Simone Mariano, Michael Cantoni
The main result relates to structured robust stability analysis of an input-output model for networks with link uncertainty. It constitutes a collection of integral quadratic const…
Structured stability analysis of networked systems with uncertain links
Simone Mariano, Michael Cantoni
An input-output approach to stability analysis is explored for networked systems with uncertain link dynamics. The main result consists of a collection of integral quadratic constr…