Conformal Prediction: a Unified Review of Theory and New Challenges. - Gianluca Zeni; Matteo Fontana; Simone Vantini (CoRR, 2020)

Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. - Ilia Nouretdinov; James Gammerman; Matteo Fontana; Daljit Rehal (Neurocomputing, 2020)

Semi-supervised GAN for Bladder Tissue Classification in Multi-Domain Endoscopic Images. - Jorge F. Lazo; Benoit Rosa; Michele Catellani; Matteo Fontana; Francesco Alessandro Mistretta; Gennaro Musi; Ottavio De Cobelli; Michel de Mathelin; Elena De Momi (CoRR, 2022)

Smooth LASSO estimator for the Function-on-Function linear regression model. - Fabio Centofanti; Matteo Fontana; Antonio Lepore; Simone Vantini (Comput. Stat. Data Anal., 2022)

Conformal prediction bands for multivariate functional data. - Jacopo Diquigiovanni; Matteo Fontana; Simone Vantini (J. Multivar. Anal., 2022)

FRSR: Framework for real-time scene reconstruction in robot-assisted minimally invasive surgery. - Ziyang Chen; Aldo Marzullo; Davide Alberti; Elena Lievore; Matteo Fontana; Ottavio De Cobelli; Gennaro Musi; Giancarlo Ferrigno; Elena De Momi (Comput. Biol. Medicine, 2023)

Semi-Supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images. - Jorge F. Lazo; Benoit Rosa; Michele Catellani; Matteo Fontana; Francesco Alessandro Mistretta; Gennaro Musi; Ottavio De Cobelli; Michel de Mathelin; Elena De Momi (IEEE Trans. Biomed. Eng., 2023)

Conformal prediction bands for two-dimensional functional time series. - Niccolò Ajroldi; Jacopo Diquigiovanni; Matteo Fontana; Simone Vantini (Comput. Stat. Data Anal., 2023)

Toward a framework integrating augmented reality and virtual fixtures for safer robot-assisted lymphadenectomy. - Ziyang Chen; Ke Fan; Laura Cruciani; Matteo Fontana; Lorenzo Muraglia; Francesco Ceci; Laura Travaini; Giancarlo Ferrigno; Elena De Momi (ICRA, 2024)

Spatio-temporal layers based intra-operative stereo depth estimation network via hierarchical prediction and progressive training. - Ziyang Chen; Laura Cruciani; Elena Lievore; Matteo Fontana; Ottavio De Cobelli; Gennaro Musi; Giancarlo Ferrigno; Elena De Momi (Comput. Methods Programs Biomed., 2024)

Towards safer robot-assisted surgery: A markerless augmented reality framework. - Ziyang Chen; Laura Cruciani; Ke Fan; Matteo Fontana; Elena Lievore; Ottavio De Cobelli; Gennaro Musi; Giancarlo Ferrigno; Elena De Momi (Neural Networks, 2024)

Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions. - Matteo Fontana; Mara Sabina Bernardi; Francesca Cigna; Deodato Tapete; Alessandra Menafoglio; Simone Vantini (Remote. Sens., 2024)

A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression. - Victor Dheur; Matteo Fontana; Yorick Estievenart; Naomi Desobry; Souhaib Ben Taieb (CoRR, 2025)

JANET: Joint Adaptive predictioN-region Estimation for Time-series. - Eshant English; Eliot Wong-Toi; Matteo Fontana; Stephan Mandt; Padhraic Smyth; Christoph Lippert (Mach. Learn., 2025)