Matteo Santoro

Publication Activity (10 Years)

Years Active: 2003-2015
Publications (10 Years): 0

Top Topics

Sparse Approximation

Sparsity Inducing

Visual Recognition

Bayesian Modeling

Top Venues

J. Mach. Learn. Res.

ICIAP Workshops

Publications

Andrea Cafarelli, Marco Mura, Alessandro Diodato, Andrea Schiappacasse, Matteo Santoro, Gastone Ciuti, Arianna Menciassi
A computer-assisted robotic platform for Focused Ultrasound Surgery: Assessment of high intensity focused ultrasound delivery. EMBC (2015)
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
A Database of Segmented MRI Images of the Wrist and the Hand in Patients with Rheumatic Diseases. ICIAP Workshops (2015)
Carlo Ciliberto, Sean Ryan Fanello, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco
On the impact of learning hierarchical representations for visual recognition in robotics. IROS (2013)
Andrea Tacchetti, Pavan Kumar Mallapragada, Matteo Santoro, Lorenzo Rosasco
GURLS: a Least Squares Library for Supervised Learning CoRR (2013)
Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
Nonparametric sparsity and regularization. J. Mach. Learn. Res. 14 (1) (2013)
Sean Ryan Fanello, Carlo Ciliberto, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco, Francesca Odone
iCub World: Friendly Robots Help Building Good Vision Data-Sets. CVPR Workshops (2013)
Andrea Tacchetti, Pavan Kumar Mallapragada, Matteo Santoro, Lorenzo Rosasco
GURLS: a least squares library for supervised learning. J. Mach. Learn. Res. 14 (1) (2013)
Sean Ryan Fanello, Carlo Ciliberto, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco, Francesca Odone
iCub World: Friendly Robots Help Building Good Vision Data-Sets. CoRR (2013)
Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
Nonparametric sparsity and regularization CoRR (2012)
Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa
PADDLE: Proximal Algorithm for Dual Dictionaries LEarning. ICANN (1) (2011)
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa
A Regularization Approach to Nonlinear Variable Selection. AISTATS (2010)
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
3-D object segmentation using ant colonies. Pattern Recognit. 43 (4) (2010)
Alessandra Staglianò, Gabriele Chiusano, Curzio Basso, Matteo Santoro
Learning Adaptive and Sparse Representations of Medical Images. MCV (2010)
Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa
PADDLE: Proximal Algorithm for Dual Dictionaries LEarning CoRR (2010)
Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa
Solving Structured Sparsity Regularization with Proximal Methods. ECML/PKDD (2) (2010)
Curzio Basso, Matteo Santoro, Alessandro Verri, Mario Esposito
Segmentation of Inflamed Synovia in Multi-Modal 3D MRI. ISBI (2009)
Ezio Catanzariti, Giovanni Fusco, Francesco Isgrò, Salvatore Masecchia, Roberto Prevete, Matteo Santoro
A Semi-automated Method for the Measurement of the Fetal Nuchal Translucency in Ultrasound Images. ICIAP (2009)
Matteo Santoro, Dante Marino, Guglielmo Tamburrini
Learning robots interacting with humans: from epistemic risk to responsibility. AI Soc. 22 (3) (2008)
Roberto Prevete, Matteo Santoro, Ezio Catanzariti, Giovanni Tessitore
A Neural Network Model for a View Independent Extraction of Reach-to-Grasp Action Features. BVAI (2007)
Marco Aiello, F. Andreozzi, Ezio Catanzariti, Francesco Isgrò, Matteo Santoro
Fast convergence for spectral clustering. ICIAP (2007)
Ezio Catanzariti, Roberto Prevete, Matteo Santoro
MEDIARAD: A Multiplatform Software Environment for Developing Imaging Applications in RADiology. CAMP (2005)
Matteo Santoro, Roberto Prevete, L. Cavallo, Ezio Catanzariti
Mass Detection in Mammograms Using Gabor Filters and Fuzzy Clustering. WILF (2005)
Ezio Catanzariti, Raffaele D. Esposito, Roberta Santilli, Matteo Santoro
Toward an automated system for the analysis of cytogenetic abnormalities using fluorescence in situ hybridization technique. ICIAP (2003)