175 citations · 251 across the 15 of their papers we have counts for
3 papers · 1 filter
Calibrated quantile prediction for Growth-at-Risk
Pietro Bogani, Matteo Fontana, Luca Neri +1
Accurate computation of robust estimates for extremal quantiles of empirical distributions is an essential task for a wide range of applicative fields, including economic policymak…
JANET: Joint Adaptive predictioN-region Estimation for Time-series
Eshant English, Eliot Wong-Toi, Matteo Fontana +3
Conformal prediction provides machine learning models with prediction sets that offer theoretical guarantees, but the underlying assumption of exchangeability limits its applicabil…
Conformal Prediction Sets for Populations of Graphs
Anna Calissano, Matteo Fontana, Gianluca Zeni +1
The analysis of data such as graphs has been gaining increasing attention in the past years. This is justified by the numerous applications in which they appear. Several methods ar…