Worst-case analysis of selective sampling for linear-threshold algorithms
2004-01-01 Cesa Bianchi, N; Gentile, Claudio; Zaniboni, L.
Fast feature selection from microarray expression data via multiplicative large margin algorithms
2003-01-01 Gentile, Claudio
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
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
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
Hierarchical classification: combining Bayes with SVM
2006-01-01 Cesa Bianchi, N; Gentile, Claudio; Zaniboni, L.
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
See the tree through the lines: the Shazoo algorithm
2011-01-01 Cesa Bianchi, N; Gentile, Claudio; Vitale, F; Zappella, G.
Multiclass classification with bandit feedback using adaptive regularization
2011-01-01 Crammer, K; Gentile, Claudio
Robust Selective Sampling from Single and Multiple Teachers
2010-01-01 Dekel, O; Gentile, Claudio; Sridharan, K.
Imaging analysis and planning therapy system in endovascular brachytherapy system: a project by the European Commission
2003-01-01 Bianchi, C.; Novario, Raffaele; Conte, L.; Lorusso, R.; Sampietro, C.; Tanzi, F.
Fisica, tecnologia e recenti evoluzioni nella diagnostica ecografica.
2002-01-01 Novario, Raffaele
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