2000 |
9 | EE | Massimiliano Pontil,
Sayan Mukherjee,
Federico Girosi:
On the Noise Model of Support Vector Machines Regression.
ALT 2000: 316-324 |
1999 |
8 | EE | Partha Niyogi,
Federico Girosi:
Generalization bounds for function approximation from scattered noisy data.
Adv. Comput. Math. 10(1): 51-80 (1999) |
1998 |
7 | | Tomaso Poggio,
Federico Girosi:
A Sparse Representation For Function Approximation.
Neural Computation 10(6): 1445-1454 (1998) |
6 | | Federico Girosi:
An Equivalence Between Sparse Approximation And Support Vector Machines.
Neural Computation 10(6): 1455-1480 (1998) |
1997 |
5 | EE | Edgar Osuna,
Robert Freund,
Federico Girosi:
Training Support Vector Machines: an Application to Face Detection.
CVPR 1997: 130-136 |
1991 |
4 | EE | Davi Geiger,
Federico Girosi:
Parallel and Deterministic Algorithms from MRFs: Surface Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell. 13(5): 401-412 (1991) |
1990 |
3 | | Davi Geiger,
Federico Girosi:
Parallel and deterministic algorithms from MRFs: surface reconstruction and integration.
ECCV 1990: 89-98 |
2 | EE | Federico Girosi,
Tomaso Poggio,
Bruno Caprile:
Extensions of a Theory of Networks for Approximation and Learning.
NIPS 1990: 750-756 |
1989 |
1 | EE | Davi Geiger,
Federico Girosi:
Coupled Markov Random Fields and Mean Field Theory.
NIPS 1989: 660-667 |