Fontana, Matteo

1. Conformal prediction bands for multivariate functional data
   2021/06/03 by Jacopo Diquigiovanni, Diquigiovanni, Jacopo, Matteo Fontana +4 · 6 citations
   Mathematics · Agricultural and Biological Sciences · #Advanced Statistical Methods and Models #Statistical Methods and Applications #Sensory Analysis and Statistical Methods
2. A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression
   2025/01/17 by Dheur, Victor, Fontana, Matteo, Estievenart, Yorick +2 · 13 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. The Importance of Being a Band: Finite-Sample Exact Distribution-Free Prediction Sets for Functional Data
   2021/02/12 by Diquigiovanni, Jacopo, Fontana, Matteo, Vantini, Simone · 3 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
4. Distribution-Free Prediction Bands for Multivariate Functional Time\n Series: an Application to the Italian Gas Market
   2021/07/01 by Jacopo Diquigiovanni, Diquigiovanni, Jacopo, Matteo Fontana +3 · 2 citations
   Decision Sciences · Economics, Econometrics and Finance · Engineering · Mathematics · #Advanced Statistical Methods and Models #Applications (stat.AP) #FOS: Computer and information sciences #Fault Detection and Control Systems #Financial Risk and Volatility Modeling #Forecasting Techniques and Applications #Market Dynamics and Volatility #Methodology (stat.ME)
5. Bayesian Functional Emulation of CO2 Emissions on Future Climate Change Scenarios
   2022/09/13 by Luca Maria Aiello, Matteo Fontana, Aiello, Luca +3 · 1 citation
   Economics, Econometrics and Finance · Environmental Science · Energy · #Climate Change Policy and Economics #Environmental Impact and Sustainability #Energy, Environment, and Transportation Policies
6. conformalInference.multi and conformalInference.fd: Twin Packages for Conformal Prediction
   2022/06/29 by Paolo Vergottini, Vergottini, Paolo, Matteo Fontana +7 · 1 citation
   Computer Science · #Computation (stat.CO) #Data Analysis with R #FOS: Computer and information sciences #Methodology (stat.ME)
7. Semi-supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images
   2022/12/21 by Jorge F. Lazo, Lazo, Jorge F., Benoît Rosa +15 · 1 citation
   Medicine · #Colorectal Cancer Screening and Detection #Bladder and Urothelial Cancer Treatments