Girosi, Federico

10 publications

ALT 2000 On the Noise Model of Support Vector Machines Regression Massimiliano Pontil, Sayan Mukherjee, Federico Girosi

NeCo 1998 A Sparse Representation for Function Approximation Tomaso A. Poggio, Federico Girosi

NeCo 1998 An Equivalence Between Sparse Approximation and Support Vector Machines Federico Girosi

CVPR 1997 Training Support Vector Machines: An Application to Face Detection Edgar Osuna, Robert M. Freund, Federico Girosi

NeCo 1996 On the Relationship Between Generalization Error, Hypothesis Complexity, and Sample Complexity for Radial Basis Functions Partha Niyogi, Federico Girosi

NeCo 1995 Regularization Theory and Neural Networks Architectures Federico Girosi, Michael J. Jones, Tomaso A. Poggio

NeurIPS 1990 Extensions of a Theory of Networks for Approximation and Learning: Outliers and Negative Examples Federico Girosi, Tomaso Poggio, Bruno Caprile

ECCV 1990 Parallel and Deterministic Algorithms from MRFs: Surface Reconstruction and Integration Davi Geiger, Federico Girosi

NeurIPS 1989 Coupled Markov Random Fields and Mean Field Theory Davi Geiger, Federico Girosi

NeCo 1989 Representation Properties of Networks: Kolmogorov's Theorem Is Irrelevant Federico Girosi, Tomaso A. Poggio