Sfoglia per Autore
Are Loss Functions All the Same?
2004-01-01 Rosasco, Lorenzo; DE VITO, Ernesto; A., Caponnetto; Piana, Michele; Verri, Alessandro
Learning, Regularization and Ill-Posed Inverse Problems.
2004-01-01 Rosasco, Lorenzo; A., Caponnetto; DE VITO, Ernesto; U., DE GIOVANNINI; Odone, Francesca
Some Properties of Regularized Kernel Methods
2004-01-01 DE VITO, E; Rosasco, Lorenzo; Caponnetto, A; Piana, M. AND VERRI A.
Learning from Examples as an Inverse Problem
2005-01-01 DE VITO, Ernesto; Rosasco, Lorenzo; A., Caponnetto; U., DE GIOVANNINI; Odone, Francesca
Model selection for regularized least-squares algorithm in learning theory
2005-01-01 DE VITO, Ernesto; A., Caponnetto; Rosasco, Lorenzo
Support Vector Algorithms as Regularization Networks
2005-01-01 Caponnetto, A; Rosasco, Lorenzo; Odone, Francesca; Verri, Alessandro
Support Vectors Algorithms as Regularization Networks
2005-01-01 Caponnetto, A; Rosasco, Lorenzo; Odone, F. AND VERRI A.
Discretization error analysis for Tikhonov regularization
2006-01-01 DE VITO, Ernesto; Rosasco, Lorenzo; A., Caponnetto
On Early Stopping in Gradient Descent Learning
2007-01-01 Yao, Y; Rosasco, Lorenzo
Dimensionality Reduction and Generalization
2007-01-01 Mosci, Sofia; Rosasco, Lorenzo; Verri, Alessandro
On Regularization Algorithms in Learning Theory
2007-01-01 Bauer, F; Rosasco, Lorenzo
A Method for Robust Variable Selection with Significance Assessment
2008-01-01 Barla, Annalisa; Mosci, Sofia; Rosasco, Lorenzo; Verri, Alessandro
Analysis of Elastic-Net Regularization
2008-01-01 C., De Mol; DE VITO, Ernesto; Rosasco, Lorenzo
Finding structured gene signatures
2008-01-01 Mosci, Sofia; Barla, Annalisa; Verri, Alessandro; Rosasco, Lorenzo
Spectral Algorithms for Supervised Learning
2008-01-01 LO GERFO, L.; Rosasco, Lorenzo; Odone, Francesca; DE VITO, Ernesto; Verri, Alessandro
Towards a theoretical framework for learning multi-modal patterns for embodied agents
2009-01-01 Noceti, Nicoletta; B., Caputo; C., Castellini; L., Baldassarre; Barla, Annalisa; Rosasco, Lorenzo; Odone, Francesca; Sandini, Giulio
Clinical Evaluation of a (1,3)- -D-Glucan Assay for Presumptive Diagnosis of Pneumocystis jiroveci Pneumonia in Immunocompromised Patients
2009-01-01 V., Del Bono; A., Mularoni; E., Furfaro; E., Delfino; Rosasco, Lorenzo; F., Miletich; C., Viscoli
Elastic net regularization in learning theory
2009-01-01 C., DE MOL; DE VITO, Ernesto; Rosasco, Lorenzo
A Note on Perturbation Results for Learning Empirical Operators
2009-01-01 Rosasco, Lorenzo; M., Belkin; DE VITO, Ernesto
On Invariance in Hierarchical Models
2009-01-01 Jake V., Bouvrie; Rosasco, Lorenzo; Tomaso, Poggio
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Are Loss Functions All the Same? | 1-gen-2004 | Rosasco, Lorenzo; DE VITO, Ernesto; A., Caponnetto; Piana, Michele; Verri, Alessandro | |
| Learning, Regularization and Ill-Posed Inverse Problems. | 1-gen-2004 | Rosasco, Lorenzo; A., Caponnetto; DE VITO, Ernesto; U., DE GIOVANNINI; Odone, Francesca | |
| Some Properties of Regularized Kernel Methods | 1-gen-2004 | DE VITO, E; Rosasco, Lorenzo; Caponnetto, A; Piana, M. AND VERRI A. | |
| Learning from Examples as an Inverse Problem | 1-gen-2005 | DE VITO, Ernesto; Rosasco, Lorenzo; A., Caponnetto; U., DE GIOVANNINI; Odone, Francesca | |
| Model selection for regularized least-squares algorithm in learning theory | 1-gen-2005 | DE VITO, Ernesto; A., Caponnetto; Rosasco, Lorenzo | |
| Support Vector Algorithms as Regularization Networks | 1-gen-2005 | Caponnetto, A; Rosasco, Lorenzo; Odone, Francesca; Verri, Alessandro | |
| Support Vectors Algorithms as Regularization Networks | 1-gen-2005 | Caponnetto, A; Rosasco, Lorenzo; Odone, F. AND VERRI A. | |
| Discretization error analysis for Tikhonov regularization | 1-gen-2006 | DE VITO, Ernesto; Rosasco, Lorenzo; A., Caponnetto | |
| On Early Stopping in Gradient Descent Learning | 1-gen-2007 | Yao, Y; Rosasco, Lorenzo | |
| Dimensionality Reduction and Generalization | 1-gen-2007 | Mosci, Sofia; Rosasco, Lorenzo; Verri, Alessandro | |
| On Regularization Algorithms in Learning Theory | 1-gen-2007 | Bauer, F; Rosasco, Lorenzo | |
| A Method for Robust Variable Selection with Significance Assessment | 1-gen-2008 | Barla, Annalisa; Mosci, Sofia; Rosasco, Lorenzo; Verri, Alessandro | |
| Analysis of Elastic-Net Regularization | 1-gen-2008 | C., De Mol; DE VITO, Ernesto; Rosasco, Lorenzo | |
| Finding structured gene signatures | 1-gen-2008 | Mosci, Sofia; Barla, Annalisa; Verri, Alessandro; Rosasco, Lorenzo | |
| Spectral Algorithms for Supervised Learning | 1-gen-2008 | LO GERFO, L.; Rosasco, Lorenzo; Odone, Francesca; DE VITO, Ernesto; Verri, Alessandro | |
| Towards a theoretical framework for learning multi-modal patterns for embodied agents | 1-gen-2009 | Noceti, Nicoletta; B., Caputo; C., Castellini; L., Baldassarre; Barla, Annalisa; Rosasco, Lorenzo; Odone, Francesca; Sandini, Giulio | |
| Clinical Evaluation of a (1,3)- -D-Glucan Assay for Presumptive Diagnosis of Pneumocystis jiroveci Pneumonia in Immunocompromised Patients | 1-gen-2009 | V., Del Bono; A., Mularoni; E., Furfaro; E., Delfino; Rosasco, Lorenzo; F., Miletich; C., Viscoli | |
| Elastic net regularization in learning theory | 1-gen-2009 | C., DE MOL; DE VITO, Ernesto; Rosasco, Lorenzo | |
| A Note on Perturbation Results for Learning Empirical Operators | 1-gen-2009 | Rosasco, Lorenzo; M., Belkin; DE VITO, Ernesto | |
| On Invariance in Hierarchical Models | 1-gen-2009 | Jake V., Bouvrie; Rosasco, Lorenzo; Tomaso, Poggio |
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