A second-order Perceptron algorithm
2002-01-01 Cesa Bianchi, N.; Conconi, A.; Gentile, Claudio
Improved lower bounds for learning from noisy examples: an information-theoretic approach
1998-01-01 Gentile, Claudio; Helmbold, D.
A new approximate maximal margin clasification algorithm
2000-01-01 Gentile, Claudio
Kernel methods for document filtering
2002-01-01 Cancedda, N; Goutte, C; Renders, J. M.; Cesa Bianchi, N; Conconi, A; Li, Y; Shawe Taylor, J; Vinokourov, A; Graepel, T; Gentile, Claudio
Regret bounds for hierarchical classification with linear-threshold functions
2004-01-01 Cesa Bianchi, N; Conconi, A; Gentile, Claudio
Fast feature selection from microarray expression data via multiplicative large margin algorithms
2003-01-01 Gentile, Claudio
Worst-case analysis of selective sampling for linear-threshold algorithms
2004-01-01 Cesa Bianchi, N; Gentile, Claudio; Zaniboni, L.
Learning probabilistic linear-threshold classifiers via selective sampling
2003-01-01 Cesa Bianchi, N; Conconi, A; Gentile, Claudio
Linear algorithms for online multitask classification
2008-01-01 Cavallanti, G; Cesa Bianchi, N; Gentile, Claudio
Hierarchical classification: combining Bayes with SVM
2006-01-01 Cesa Bianchi, N; Gentile, Claudio; Zaniboni, L.
Incremental algorithms for hierarchical classification
2004-01-01 Cesa Bianchi, N; Gentile, Claudio; Zaniboni, L.
Tracking the best hyperplane with a simple budget perceptron
2006-01-01 Cavallanti, G; Cesa Bianchi, N; Gentile, Claudio
On higher-order Perceptron algorithms
2007-01-01 Brotto, C; Gentile, Claudio; Vitale, F.
Improved risk tail bounds for on-line algorithms
2005-01-01 Cesa Bianch, N; Gentile, Claudio
Robust bounds for classification via selective sampling
2009-01-01 Cesa Bianchi, N; Gentile, Claudio; Orabona, F.
Linear classification and selective sampling under low noise conditions
2008-01-01 Cavallanti, G; Cesa Bianchi, N; Gentile, Claudio
Active learning on trees and graphs
2010-01-01 Cesa Bianchi, N; Gentile, Claudio; Vitale, F; Zappella, G.
Random spanning trees and the prediction of weighted graphs
2010-01-01 Cesa Bianchi, N; Gentile, Claudio; Vitale, F; Zappella, G.
Learning unknown graphs
2009-01-01 Cesa Bianchi, N; Gentile, Claudio; Vitale, F.
Beyond logarithmic bounds in online learning
2012-01-01 Orabona, F; Cesa Bianchi, N; Gentile, Claudio
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A second-order Perceptron algorithm | 1-gen-2002 | Cesa Bianchi, N.; Conconi, A.; Gentile, Claudio | |
| Improved lower bounds for learning from noisy examples: an information-theoretic approach | 1-gen-1998 | Gentile, Claudio; Helmbold, D. | |
| A new approximate maximal margin clasification algorithm | 1-gen-2000 | Gentile, Claudio | |
| Kernel methods for document filtering | 1-gen-2002 | Cancedda, N; Goutte, C; Renders, J. M.; Cesa Bianchi, N; Conconi, A; Li, Y; Shawe Taylor, J; Vinokourov, A; Graepel, T; Gentile, Claudio | |
| Regret bounds for hierarchical classification with linear-threshold functions | 1-gen-2004 | Cesa Bianchi, N; Conconi, A; Gentile, Claudio | |
| Fast feature selection from microarray expression data via multiplicative large margin algorithms | 1-gen-2003 | Gentile, Claudio | |
| Worst-case analysis of selective sampling for linear-threshold algorithms | 1-gen-2004 | Cesa Bianchi, N; Gentile, Claudio; Zaniboni, L. | |
| Learning probabilistic linear-threshold classifiers via selective sampling | 1-gen-2003 | Cesa Bianchi, N; Conconi, A; Gentile, Claudio | |
| Linear algorithms for online multitask classification | 1-gen-2008 | Cavallanti, G; Cesa Bianchi, N; Gentile, Claudio | |
| Hierarchical classification: combining Bayes with SVM | 1-gen-2006 | Cesa Bianchi, N; Gentile, Claudio; Zaniboni, L. | |
| Incremental algorithms for hierarchical classification | 1-gen-2004 | Cesa Bianchi, N; Gentile, Claudio; Zaniboni, L. | |
| Tracking the best hyperplane with a simple budget perceptron | 1-gen-2006 | Cavallanti, G; Cesa Bianchi, N; Gentile, Claudio | |
| On higher-order Perceptron algorithms | 1-gen-2007 | Brotto, C; Gentile, Claudio; Vitale, F. | |
| Improved risk tail bounds for on-line algorithms | 1-gen-2005 | Cesa Bianch, N; Gentile, Claudio | |
| Robust bounds for classification via selective sampling | 1-gen-2009 | Cesa Bianchi, N; Gentile, Claudio; Orabona, F. | |
| Linear classification and selective sampling under low noise conditions | 1-gen-2008 | Cavallanti, G; Cesa Bianchi, N; Gentile, Claudio | |
| Active learning on trees and graphs | 1-gen-2010 | Cesa Bianchi, N; Gentile, Claudio; Vitale, F; Zappella, G. | |
| Random spanning trees and the prediction of weighted graphs | 1-gen-2010 | Cesa Bianchi, N; Gentile, Claudio; Vitale, F; Zappella, G. | |
| Learning unknown graphs | 1-gen-2009 | Cesa Bianchi, N; Gentile, Claudio; Vitale, F. | |
| Beyond logarithmic bounds in online learning | 1-gen-2012 | Orabona, F; Cesa Bianchi, N; Gentile, Claudio |
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