 | 2009 |
|---|
| 8 |       | Andrea Caponnetto,
Ernesto De Vito,
Massimiliano Pontil:
Entropy conditions for L r -convergence of empirical processes.
Adv. Comput. Math. 30(4): 355-373 (2009) |
| 2008 |
|---|
| 7 | | 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 |
|---|
| 6 | | Andrea Caponnetto,
Ernesto De Vito:
Optimal Rates for the Regularized Least-Squares Algorithm.
Foundations of Computational Mathematics 7(3): 331-368 (2007) |
| 2005 |
|---|
| 5 | | 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 | | 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 | | Lorenzo Rosasco,
Andrea Caponnetto,
Ernesto De Vito,
Francesca Odone,
Umberto De Giovannini:
Learning, Regularization and Ill-Posed Inverse Problems.
NIPS 2004 |
| 2 | | 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 | | Lorenzo Rosasco,
Ernesto De Vito,
Andrea Caponnetto,
Michele Piana,
Alessandro Verri:
Are Loss Functions All the Same?.
Neural Computation 16(5): 1063-107 (2004) |
