Matteo Fontana

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Conformal Prediction

Top Venues

Comput. Stat. Data Anal.

Publications

Ziyang Chen, Laura Cruciani, Elena Lievore, Matteo Fontana, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
Spatio-temporal layers based intra-operative stereo depth estimation network via hierarchical prediction and progressive training. Comput. Methods Programs Biomed. 244 (2024)
Eshant English, Eliot Wong-Toi, Matteo Fontana, Stephan Mandt, Padhraic Smyth, Christoph Lippert
JANET: Joint Adaptive predictioN-region Estimation for Time-series. CoRR (2024)
Ziyang Chen, Laura Cruciani, Ke Fan, Matteo Fontana, Elena Lievore, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
Towards safer robot-assisted surgery: A markerless augmented reality framework. Neural Networks 178 (2024)
Ziyang Chen, Ke Fan, Laura Cruciani, Matteo Fontana, Lorenzo Muraglia, Francesco Ceci, Laura Travaini, Giancarlo Ferrigno, Elena De Momi
Toward a framework integrating augmented reality and virtual fixtures for safer robot-assisted lymphadenectomy. ICRA (2024)
Matteo Fontana, Mara Sabina Bernardi, Francesca Cigna, Deodato Tapete, Alessandra Menafoglio, Simone Vantini
Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions. Remote. Sens. 16 (7) (2024)
Ziyang Chen, Aldo Marzullo, Davide Alberti, Elena Lievore, Matteo Fontana, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
FRSR: Framework for real-time scene reconstruction in robot-assisted minimally invasive surgery. Comput. Biol. Medicine 163 (2023)
Ziyang Chen, Laura Cruciani, Ke Fan, Matteo Fontana, Elena Lievore, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
Towards Safer Robot-Assisted Surgery: A Markerless Augmented Reality Framework. CoRR (2023)
Jorge F. Lazo, Benoit Rosa, Michele Catellani, Matteo Fontana, Francesco A. Mistretta, Gennaro Musi, Ottavio De Cobelli, Michel de Mathelin, Elena De Momi
Semi-Supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images. IEEE Trans. Biomed. Eng. 70 (10) (2023)
Niccolò Ajroldi, Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
Conformal prediction bands for two-dimensional functional time series. Comput. Stat. Data Anal. 187 (2023)
Fabio Centofanti, Matteo Fontana, Antonio Lepore, Simone Vantini
Smooth LASSO estimator for the Function-on-Function linear regression model. Comput. Stat. Data Anal. 176 (2022)
Jorge F. Lazo, Benoit Rosa, Michele Catellani, Matteo Fontana, Francesco A. Mistretta, Gennaro Musi, Ottavio De Cobelli, Michel de Mathelin, Elena De Momi
Semi-supervised GAN for Bladder Tissue Classification in Multi-Domain Endoscopic Images. CoRR (2022)
Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
Conformal prediction bands for multivariate functional data. J. Multivar. Anal. 189 (2022)
Gianluca Zeni, Matteo Fontana, Simone Vantini
Conformal Prediction: a Unified Review of Theory and New Challenges. CoRR (2020)
Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. Neurocomputing 397 (2020)
Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. CoRR (2019)