ML Anthology

Cavallanti, Giovanni

5 publications

MLJ 2011 Learning Noisy Linear Classifiers via Adaptive and Selective Sampling Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile
JMLR 2010 Linear Algorithms for Online Multitask Classification Giovanni Cavallanti, Nicoló Cesa-Bianchi, Claudio Gentile
COLT 2008 Linear Algorithms for Online Multitask Classification Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile
NeurIPS 2008 Linear Classification and Selective Sampling Under Low Noise Conditions Giovanni Cavallanti, Nicolò Cesa-bianchi, Claudio Gentile
MLJ 2007 Tracking the Best Hyperplane with a Simple Budget Perceptron Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile