Matteo Fontana

20 papers A* 2Journal 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Gentle Introduction to Conformal Time Series Forecasting.
CoRR
M. Stocker, W. Malgorzewicz, Matteo Fontana, Souhaib Ben Taieb
2025 A* conf
A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression.
ICML
Victor Dheur, Matteo Fontana, Yorick Estievenart, Naomi Desobry, Souhaib Ben Taieb
2025 J jnl
A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression.
CoRR
Victor Dheur, Matteo Fontana, Yorick Estievenart, Naomi Desobry, Souhaib Ben Taieb
2025 J jnl
JANET: Joint Adaptive predictioN-region Estimation for Time-series.
Mach. Learn.
Eshant English, Eliot Wong-Toi, Matteo Fontana, Stephan Mandt, Padhraic Smyth, Christoph Lippert
2024 J jnl
Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions.
Remote. Sens.
Matteo Fontana, Mara Sabina Bernardi, Francesca Cigna, Deodato Tapete, Alessandra Menafoglio, Simone Vantini
2024 J jnl
JANET: Joint Adaptive predictioN-region Estimation for Time-series.
CoRR
Eshant English, Eliot Wong-Toi, Matteo Fontana, Stephan Mandt, Padhraic Smyth, Christoph Lippert
2024 J jnl
Spatio-temporal layers based intra-operative stereo depth estimation network via hierarchical prediction and progressive training.
Comput. Methods Programs Biomed.
Ziyang Chen, Laura Cruciani, Elena Lievore, Matteo Fontana, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
2024 — ed.
The 13th Symposium on Conformal and Probabilistic Prediction with Applications, 9-11 September 2024, Politecnico di Milano, Milano, Italy.
COPA
Simone Vantini, Matteo Fontana, Aldo Solari, Henrik Boström, Lars Carlsson
2024 A* conf
Toward a framework integrating augmented reality and virtual fixtures for safer robot-assisted lymphadenectomy.
ICRA
Ziyang Chen, Ke Fan, Laura Cruciani, Matteo Fontana, Lorenzo Muraglia, Francesco Ceci, Laura Travaini, Giancarlo Ferrigno, Elena De Momi
2024 J jnl
Towards safer robot-assisted surgery: A markerless augmented reality framework.
Neural Networks
Ziyang Chen, Laura Cruciani, Ke Fan, Matteo Fontana, Elena Lievore, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
2023 J jnl
Conformal prediction bands for two-dimensional functional time series.
Comput. Stat. Data Anal.
Niccolò Ajroldi, Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
2023 J jnl
FRSR: Framework for real-time scene reconstruction in robot-assisted minimally invasive surgery.
Comput. Biol. Medicine
Ziyang Chen, Aldo Marzullo, Davide Alberti, Elena Lievore, Matteo Fontana, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
2023 J jnl
Semi-Supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images.
IEEE Trans. Biomed. Eng.
Jorge F. Lazo, Benoit Rosa, Michele Catellani, Matteo Fontana, Francesco Alessandro Mistretta, Gennaro Musi, Ottavio De Cobelli, Michel de Mathelin, Elena De Momi
2023 J jnl
Towards Safer Robot-Assisted Surgery: A Markerless Augmented Reality Framework.
CoRR
Ziyang Chen, Laura Cruciani, Ke Fan, Matteo Fontana, Elena Lievore, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
2022 J jnl
Conformal prediction bands for multivariate functional data.
J. Multivar. Anal.
Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
2022 J jnl
Semi-supervised GAN for Bladder Tissue Classification in Multi-Domain Endoscopic Images.
CoRR
Jorge F. Lazo, Benoit Rosa, Michele Catellani, Matteo Fontana, Francesco Alessandro Mistretta, Gennaro Musi, Ottavio De Cobelli, Michel de Mathelin, Elena De Momi
2022 J jnl
Smooth LASSO estimator for the Function-on-Function linear regression model.
Comput. Stat. Data Anal.
Fabio Centofanti, Matteo Fontana, Antonio Lepore, Simone Vantini
2020 J jnl
Conformal Prediction: a Unified Review of Theory and New Challenges.
CoRR
Gianluca Zeni, Matteo Fontana, Simone Vantini
2020 J jnl
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection.
Neurocomputing
Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal
2019 J jnl
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection.
CoRR
Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal