Sfoglia per Autore
Sample size lower bounds in PAC learning by algorithmic complexity theory
1998-01-01 B., Apolloni; Gentile, Claudio
Improved lower bounds for learning from noisy examples: an information-theoretic approach
1998-01-01 Gentile, Claudio; Helmbold, D.
Linear hinge loss and average margin
1998-01-01 Gentile, Claudio; Warmuth, M.
The robustness of the p-norm algorithms
1999-01-01 Gentile, Claudio; Littlestone, N.
P-sufficient statistics for PAC learning k-term-DNF formulas through enumeration
2000-01-01 B., Apolloni; Gentile, Claudio
Adaptive and self-confident on-line learning algorithms
2000-01-01 Auer, P; Gentile, Claudio
A new approximate maximal margin clasification algorithm
2000-01-01 Gentile, Claudio
Improved lower bounds for learning from noisy examples: an information-theoretic approach
2001-01-01 Gentile, Claudio; D., Helmbold
On the generalization ability of on-line learning algorithms
2001-01-01 Cesa Bianchi, N; Conconi, A; Gentile, Claudio
A new approximate maximal margin clasification algorithm
2001-01-01 Gentile, Claudio
Margin-based algorithms for information filtering
2002-01-01 Cesa Bianchi, N; Conconi, A; Gentile, Claudio
Kernel Methods for Document Filtering
2002-01-01 John Shawe, Taylor; Nicola, Cancedda; Nicolo Cesa, Bianchi; Alex, Conconi; Gentile, Claudio; Cyril, Goutte; Thore, Graepel; Yaoyong, Li; Jean Michel, Renders
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
A second-order Perceptron algorithm
2002-01-01 Cesa Bianchi, N.; Conconi, A.; Gentile, Claudio
Adaptive and self-confident on-line learning algorithms
2002-01-01 Auer, P; Cesa Bianchi, N; Gentile, Claudio
Fast feature selection from microarray expression data via multiplicative large margin algorithms
2003-01-01 Gentile, Claudio
Machine Learning, special issue on Colt 2001
2003-01-01 Gentile, Claudio
Learning probabilistic linear-threshold classifiers via selective sampling
2003-01-01 Cesa Bianchi, N; Conconi, A; Gentile, Claudio
The robustness of the p-norm algorithms
2003-01-01 Gentile, Claudio
Regret bounds for hierarchical classification with linear-threshold functions
2004-01-01 Cesa Bianchi, N; Conconi, A; Gentile, Claudio
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