Vantini, Simone

1. Conformal prediction bands for multivariate functional data
   2021/06/03 by Jacopo Diquigiovanni, Matteo Fontana, Diquigiovanni, Jacopo +4 · 6 citations
   Mathematics · Agricultural and Biological Sciences · #Advanced Statistical Methods and Models #Statistical Methods and Applications #Sensory Analysis and Statistical Methods
2. 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)
3. Distribution-Free Prediction Bands for Multivariate Functional Time\n Series: an Application to the Italian Gas Market
   2021/07/01 by Jacopo Diquigiovanni, Matteo Fontana, Diquigiovanni, Jacopo +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)
4. conformalInference.multi and conformalInference.fd: Twin Packages for Conformal Prediction
   2022/06/29 by Paolo Vergottini, Matteo Fontana, Vergottini, Paolo +7 · 1 citation
   Computer Science · #Computation (stat.CO) #Data Analysis with R #FOS: Computer and information sciences #Methodology (stat.ME)
5. Noise-Adaptive Conformal Classification with Marginal Coverage
   2025/01/29 by Bortolotti, Teresa, Wang, Y. X. Rachel, Tong, Xin +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)