10 papers
Budgeted Robust Intervention Design for Financial Networks with Common Asset Exposures
Giuseppe C. Calafiore
In the context of containment of default contagion in financial networks, we here study a regulator that allocates pre-shock capital or liquidity buffers across banks connected by…
Bridging Conformal Prediction and Scenario Optimization: Discarded Constraints and Modular Risk Allocation
Giuseppe C. Calafiore
Scenario optimization and conformal prediction share a common goal, that is, turning finite samples into safety margins. Yet, different terminology often obscures the connection be…
Geometry-Aware Set-Membership Multilateration: Directional Bounds and Anchor Selection
Giuseppe C. Calafiore
In this paper, we study anchor selection for range-based localization under unknown-but-bounded measurement errors. We start from the convex localization set $\X=\Xd\cap\Hset$ rece…
Set-Membership Localization via Range Measurements
Giuseppe C. Calafiore
In this paper we discuss a classical geometrical problem of estimating an unknown point's location in $\Real{n}$ from several noisy measurements of the Euclidean distances from thi…
A kernel-based approach to physics-informed nonlinear system identification
Cesare Donati, Martina Mammarella, Giuseppe C. Calafiore +3
This paper presents a kernel-based framework for physics-informed nonlinear system identification. The key contribution is a structured methodology that extends kernel-based techni…
Equilibrium Selection in Replicator Equations Using Adaptive-Gain Control
Lorenzo Zino, Mengbin Ye, Giuseppe Carlo Calafiore +1
In this paper, we deal with the equilibrium selection problem, which amounts to steering a population of individuals engaged in strategic game-theoretic interactions to a desired c…