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Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni. Worst-Case Analysis of Selective Sampling for Linear Classification. Journal of Machine Learning Research, 7:1205-1230, 2006. [doi]
Abstract is missing.