Tracking the best hyperplane with a simple budget Perceptron. - Giovanni Cavallanti; Nicolò Cesa-Bianchi; Claudio Gentile (Mach. Learn., 2007)

Linear Classification and Selective Sampling Under Low Noise Conditions. - Giovanni Cavallanti; Nicolò Cesa-Bianchi; Claudio Gentile (NIPS, 2008)

Linear Algorithms for Online Multitask Classification. - Giovanni Cavallanti; Nicolò Cesa-Bianchi; Claudio Gentile (J. Mach. Learn. Res., 2010)

Learning noisy linear classifiers via adaptive and selective sampling. - Giovanni Cavallanti; Nicolò Cesa-Bianchi; Claudio Gentile (Mach. Learn., 2011)

Memory Constraint Online Multitask Classification - Giovanni Cavallanti; Nicolò Cesa-Bianchi (CoRR, 2012)