Accelerated and inexact forward-backward algorithms. Zbl 1295.90049
Villa, Silvia; Salzo, Saverio; Baldassarre, Luca; Verri, Alessandro |
|
2013
|
Spectral algorithms for supervised learning. Zbl 1147.68643
Lo Gerfo, L.; Rosasco, L.; Odone, F.; de Vito, E.; Verri, A. |
|
2008
|
Nonparametric sparsity and regularization. Zbl 1317.68183
Rosasco, Lorenzo; Villa, Silvia; Mosci, Sofia; Santoro, Matteo; Verri, Alessandro |
|
2013
|
Some properties of regularized kernel methods. Zbl 1222.68181
De Vito, Ernesto; Rosasco, Lorenzo; Caponnetto, Andrea; Piana, Michele; Verri, Alessandro |
|
2004
|
Are loss functions all the same? Zbl 1089.68109
Rosasco, Lorenzo; de Vito, Ernesto; Caponnetto, Andrea; Piana, Michele; Verri, Alessandro |
|
2004
|
On the use of size functions for shape analysis. Zbl 0789.92030
Verri, A.; Uras, C.; Frosini, P.; Ferri, M. |
|
1993
|
Proximal methods for the latent group lasso penalty. Zbl 1305.90388
Villa, Silvia; Rosasco, Lorenzo; Mosci, Sofia; Verri, Alessandro |
|
2014
|
Regularization and statistical learning theory for data analysis. Zbl 1072.62642
Evgeniou, Theodoros; Poggio, Tomaso; Pontil, Massimiliano; Verri, Alessandro |
|
2002
|
Multi-output learning via spectral filtering. Zbl 1243.68233
Baldassarre, Luca; Rosasco, Lorenzo; Barla, Annalisa; Verri, Alessandro |
|
2012
|
Pattern recognition with support vector machines. 1st international workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002. Proceedings. Zbl 0997.68682
|
|
2002
|
Hausdorff kernel for 3D object acquisition and detection. Zbl 1039.68595
Barla, A.; Odone, F.; Verri, A. |
|
2002
|
Online space-variant background modeling with sparse coding. Zbl 1408.94611
Staglianò, Alessandra; Noceti, Nicoletta; Verri, Alessandro; Odone, Francesca |
|
2015
|
Alternating proximal regularized dictionary learning. Zbl 1415.68176
Salzo, Saverio; Masecchia, Salvatore; Verri, Alessandro; Barla, Annalisa |
|
2014
|
General purpose matching of grey level arbitrary images. Zbl 0985.68650
Odone, Francesca; Trucco, Emanuele; Verri, Alessandro |
|
2001
|
A sparsity-enforcing method for learning face features. Zbl 1371.68230
Destrero, Augusto; De Mol, Christine; Odone, Francesca; Verri, Alessandro |
|
2009
|
Feature selection for high-dimensional data. Zbl 1168.62301
Destrero, Augusto; Mosci, Sofia; De Mol, Christine; Verri, Alessandro; Odone, Francesca |
|
2009
|
Motion analysis from first-order properties of optical flow. Zbl 0780.68132
Campani, Marco; Verri, Alessandro |
|
1992
|
A note on support vector machine degeneracy. Zbl 0949.68079
Rifkin, Ryan; Pontil, Massimiliano; Verri, Alessandro |
|
1999
|
Support vector machines: A large scale QP problem. Zbl 0943.68142
Pontil, Massimiliano; Rogai, Stefano; Verri, Alessandro |
|
1998
|
Limit cycles of the two-dimensional motion field. Zbl 0818.92031
Verri, A.; Aicardi, F. |
|
1990
|
Learning to recognize visual dynamic events from examples. Zbl 1012.68682
Pittore, Massimiliano; Campani, Marco; Verri, Alessandro |
|
2000
|
Image kernels. Zbl 1064.68569
Barla, Annalisa; Franceschi, Emanuele; Odone, Francesca; Verri, Alessandro |
|
2002
|
Consistency of learning algorithms using Attouch-Wets convergence. Zbl 1236.93157
Villa, S.; Rosasco, L.; Mosci, S.; Verri, A. |
|
2012
|
Online space-variant background modeling with sparse coding. Zbl 1408.94611
Staglianò, Alessandra; Noceti, Nicoletta; Verri, Alessandro; Odone, Francesca |
|
2015
|
Proximal methods for the latent group lasso penalty. Zbl 1305.90388
Villa, Silvia; Rosasco, Lorenzo; Mosci, Sofia; Verri, Alessandro |
|
2014
|
Alternating proximal regularized dictionary learning. Zbl 1415.68176
Salzo, Saverio; Masecchia, Salvatore; Verri, Alessandro; Barla, Annalisa |
|
2014
|
Accelerated and inexact forward-backward algorithms. Zbl 1295.90049
Villa, Silvia; Salzo, Saverio; Baldassarre, Luca; Verri, Alessandro |
|
2013
|
Nonparametric sparsity and regularization. Zbl 1317.68183
Rosasco, Lorenzo; Villa, Silvia; Mosci, Sofia; Santoro, Matteo; Verri, Alessandro |
|
2013
|
Multi-output learning via spectral filtering. Zbl 1243.68233
Baldassarre, Luca; Rosasco, Lorenzo; Barla, Annalisa; Verri, Alessandro |
|
2012
|
Consistency of learning algorithms using Attouch-Wets convergence. Zbl 1236.93157
Villa, S.; Rosasco, L.; Mosci, S.; Verri, A. |
|
2012
|
A sparsity-enforcing method for learning face features. Zbl 1371.68230
Destrero, Augusto; De Mol, Christine; Odone, Francesca; Verri, Alessandro |
|
2009
|
Feature selection for high-dimensional data. Zbl 1168.62301
Destrero, Augusto; Mosci, Sofia; De Mol, Christine; Verri, Alessandro; Odone, Francesca |
|
2009
|
Spectral algorithms for supervised learning. Zbl 1147.68643
Lo Gerfo, L.; Rosasco, L.; Odone, F.; de Vito, E.; Verri, A. |
|
2008
|
Some properties of regularized kernel methods. Zbl 1222.68181
De Vito, Ernesto; Rosasco, Lorenzo; Caponnetto, Andrea; Piana, Michele; Verri, Alessandro |
|
2004
|
Are loss functions all the same? Zbl 1089.68109
Rosasco, Lorenzo; de Vito, Ernesto; Caponnetto, Andrea; Piana, Michele; Verri, Alessandro |
|
2004
|
Regularization and statistical learning theory for data analysis. Zbl 1072.62642
Evgeniou, Theodoros; Poggio, Tomaso; Pontil, Massimiliano; Verri, Alessandro |
|
2002
|
Pattern recognition with support vector machines. 1st international workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002. Proceedings. Zbl 0997.68682
|
|
2002
|
Hausdorff kernel for 3D object acquisition and detection. Zbl 1039.68595
Barla, A.; Odone, F.; Verri, A. |
|
2002
|
Image kernels. Zbl 1064.68569
Barla, Annalisa; Franceschi, Emanuele; Odone, Francesca; Verri, Alessandro |
|
2002
|
General purpose matching of grey level arbitrary images. Zbl 0985.68650
Odone, Francesca; Trucco, Emanuele; Verri, Alessandro |
|
2001
|
Learning to recognize visual dynamic events from examples. Zbl 1012.68682
Pittore, Massimiliano; Campani, Marco; Verri, Alessandro |
|
2000
|
A note on support vector machine degeneracy. Zbl 0949.68079
Rifkin, Ryan; Pontil, Massimiliano; Verri, Alessandro |
|
1999
|
Support vector machines: A large scale QP problem. Zbl 0943.68142
Pontil, Massimiliano; Rogai, Stefano; Verri, Alessandro |
|
1998
|
On the use of size functions for shape analysis. Zbl 0789.92030
Verri, A.; Uras, C.; Frosini, P.; Ferri, M. |
|
1993
|
Motion analysis from first-order properties of optical flow. Zbl 0780.68132
Campani, Marco; Verri, Alessandro |
|
1992
|
Limit cycles of the two-dimensional motion field. Zbl 0818.92031
Verri, A.; Aicardi, F. |
|
1990
|