3 citations · 3 across the 1 of their papers we have counts for
4 papers
Conformal Prediction Bands for Multivariate Functional Data
Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
Motivated by the pressing request of methods able to create prediction sets in a general regression framework for a multivariate functional response and pushed by new methodologica…
Mobility and Economic Impact of COVID-19 Restrictions in Italy using Mobile Network Operator Data
Michele Vespe, Umberto Minora, Stefano Maria Iacus +5
This work presents the analysis of the impact of restrictions on mobility in Italy, with a focus on the period from 6 November 2020 to 31 January 2021, when a three-tier system bas…
The Importance of Being a Band: Finite-Sample Exact Distribution-Free Prediction Sets for Functional Data
Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
Functional Data Analysis represents a field of growing interest in statistics. Despite several studies have been proposed leading to fundamental results, the problem of obtaining v…
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection
Ilia Nouretdinov, James Gammerman, Matteo Fontana +1
In this work we present a clustering technique called \textit{multi-level conformal clustering (MLCC)}. The technique is hierarchical in nature because it can be performed at multi…