Matteo Santoro

26 papers A 2Misc 3Journal 11Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cartan Networks: Group theoretical Hyperbolic Deep Learning. CoRR Federico Milanesio, Matteo Santoro, Pietro Giuseppe Fré, Guido Sanguinetti
2025	J	`jnl`	Navigation through Non-Compact Symmetric Spaces: a mathematical perspective on Cartan Neural Networks. CoRR Pietro Giuseppe Fré, Federico Milanesio, Guido Sanguinetti, Matteo Santoro
2025	J	`jnl`	Tessellation Groups, Harmonic Analysis on Non-compact Symmetric Spaces and the Heat Kernel in view of Cartan Convolutional Neural Networks. CoRR Pietro Giuseppe Fré, Federico Milanesio, Marcelo Oyarzo, Matteo Santoro, Mario Trigiante
2015	—	`conf`	A Database of Segmented MRI Images of the Wrist and the Hand in Patients with Rheumatic Diseases. ICIAP Workshops Veronica Tomatis, Marco Amedeo Cimmino, Francesca Barbieri, Giulia Troglio, Patrizia Parascandolo, Lorenzo Cesario, Gianni Viano, Loris Vosilla, Marios Pitikakis, Andrea Schiappacasse, Michela Moraldo, Matteo Santoro
2015	—	`conf`	A computer-assisted robotic platform for Focused Ultrasound Surgery: Assessment of high intensity focused ultrasound delivery. EMBC Andrea Cafarelli, Marco Mura, Alessandro Diodato, Andrea Schiappacasse, Matteo Santoro, Gastone Ciuti, Arianna Menciassi
2013	J	`jnl`	GURLS: a Least Squares Library for Supervised Learning CoRR Andrea Tacchetti, Pavan Kumar Mallapragada, Matteo Santoro, Lorenzo Rosasco
2013	J	`jnl`	GURLS: a least squares library for supervised learning. J. Mach. Learn. Res. Andrea Tacchetti, Pavan Kumar Mallapragada, Matteo Santoro, Lorenzo Rosasco
2013	J	`jnl`	Nonparametric sparsity and regularization. J. Mach. Learn. Res. Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
2013	A	`conf`	On the impact of learning hierarchical representations for visual recognition in robotics. IROS Carlo Ciliberto, Sean Ryan Fanello, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco
2013	—	`conf`	iCub World: Friendly Robots Help Building Good Vision Data-Sets. CVPR Workshops Sean Ryan Fanello, Carlo Ciliberto, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco, Francesca Odone
2013	J	`jnl`	iCub World: Friendly Robots Help Building Good Vision Data-Sets. CoRR Sean Ryan Fanello, Carlo Ciliberto, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco, Francesca Odone
2012	J	`jnl`	Nonparametric sparsity and regularization CoRR Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
2011	—	`conf`	PADDLE: Proximal Algorithm for Dual Dictionaries LEarning. ICANN (1) Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa
2010	J	`jnl`	3-D object segmentation using ant colonies. Pattern Recognit. Piergiorgio Cerello, Sorin Cristian Cheran, Stefano Bagnasco, Roberto Bellotti, Lourdes Bolanos, Ezio Catanzariti, Giorgio De Nunzio, Maria Evelina Fantacci, Elisa Fiorina, Gianfranco Gargano, Gianluca Gemme, Ernesto Lopez Torres, Giovanni Luca Masala, Cristiana Peroni, Matteo Santoro
2010	A	`conf`	A Regularization Approach to Nonlinear Variable Selection. AISTATS Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa
2010	—	`conf`	Learning Adaptive and Sparse Representations of Medical Images. MCV Alessandra Staglianò, Gabriele Chiusano, Curzio Basso, Matteo Santoro
2010	J	`jnl`	PADDLE: Proximal Algorithm for Dual Dictionaries LEarning CoRR Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa
2010	—	`conf`	Solving Structured Sparsity Regularization with Proximal Methods. ECML/PKDD (2) Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa
2009	Misc	`conf`	A Semi-automated Method for the Measurement of the Fetal Nuchal Translucency in Ultrasound Images. ICIAP Ezio Catanzariti, Giovanni Fusco, Francesco Isgrò, Salvatore Masecchia, Roberto Prevete, Matteo Santoro
2009	—	`conf`	Segmentation of Inflamed Synovia in Multi-Modal 3D MRI. ISBI Curzio Basso, Matteo Santoro, Alessandro Verri, Mario Esposito
2008	J	`jnl`	Learning robots interacting with humans: from epistemic risk to responsibility. AI Soc. Matteo Santoro, Dante Marino, Guglielmo Tamburrini
2007	—	`conf`	A Neural Network Model for a View Independent Extraction of Reach-to-Grasp Action Features. BVAI Roberto Prevete, Matteo Santoro, Ezio Catanzariti, Giovanni Tessitore
2007	Misc	`conf`	Fast convergence for spectral clustering. ICIAP Marco Aiello, F. Andreozzi, Ezio Catanzariti, Francesco Isgrò, Matteo Santoro
2005	—	`conf`	MEDIARAD: A Multiplatform Software Environment for Developing Imaging Applications in RADiology. CAMP Ezio Catanzariti, Roberto Prevete, Matteo Santoro
2005	—	`conf`	Mass Detection in Mammograms Using Gabor Filters and Fuzzy Clustering. WILF Matteo Santoro, Roberto Prevete, L. Cavallo, Ezio Catanzariti
2003	Misc	`conf`	Toward an automated system for the analysis of cytogenetic abnormalities using fluorescence in situ hybridization technique. ICIAP Ezio Catanzariti, Raffaele D. Esposito, Roberta Santilli, Matteo Santoro