| 2008 |
|---|
| 10 | EE | Annalisa Barla,
Sofia Mosci,
Lorenzo Rosasco,
Alessandro Verri:
A method for robust variable selection with significance assessment.
ESANN 2008: 83-88 |
| 9 | EE | L. Lo Gerfo,
Lorenzo Rosasco,
Francesca Odone,
Ernesto De Vito,
Alessandro Verri:
Spectral Algorithms for Supervised Learning.
Neural Computation 20(7): 1873-1897 (2008) |
| 2007 |
|---|
| 8 | EE | Sofia Mosci,
Lorenzo Rosasco,
Alessandro Verri:
Dimensionality reduction and generalization.
ICML 2007: 657-664 |
| 7 | EE | Frank Bauer,
Sergei V. Pereverzev,
Lorenzo Rosasco:
On regularization algorithms in learning theory.
J. Complexity 23(1): 52-72 (2007) |
| 2005 |
|---|
| 6 | EE | Andrea Caponnetto,
Lorenzo Rosasco,
Francesca Odone,
Alessandro Verri:
Support vector algorithms as regularization networks.
ESANN 2005: 595-600 |
| 5 | EE | Ernesto De Vito,
Andrea Caponnetto,
Lorenzo Rosasco:
Model Selection for Regularized Least-Squares Algorithm in Learning Theory.
Foundations of Computational Mathematics 5(1): 59-85 (2005) |
| 4 | EE | Ernesto De Vito,
Lorenzo Rosasco,
Andrea Caponnetto,
Umberto De Giovannini,
Francesca Odone:
Learning from Examples as an Inverse Problem.
Journal of Machine Learning Research 6: 883-904 (2005) |
| 2004 |
|---|
| 3 | EE | Lorenzo Rosasco,
Andrea Caponnetto,
Ernesto De Vito,
Francesca Odone,
Umberto De Giovannini:
Learning, Regularization and Ill-Posed Inverse Problems.
NIPS 2004 |
| 2 | EE | Ernesto De Vito,
Lorenzo Rosasco,
Andrea Caponnetto,
Michele Piana,
Alessandro Verri:
Some Properties of Regularized Kernel Methods
Journal of Machine Learning Research 5: 1363-1390 (2004) |
| 1 | EE | Lorenzo Rosasco,
Ernesto De Vito,
Andrea Caponnetto,
Michele Piana,
Alessandro Verri:
Are Loss Functions All the Same?.
Neural Computation 16(5): 1063-107 (2004) |
