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Volume 1 / 1986 - Volume 86 / 2012
Special Issue on COLT 2006; Guest Editors: Avrim Blum, Gabor Lugosi and Hans Ulrich Simon
75-77
Editorial
Introduction to the special issue on COLT 2006
Avrim Blum, Gabor Lugosi and Hans Ulrich Simon
79-96
DNF are teachable in the average case
Homin K. Lee, Rocco A. Servedio and Andrew Wan
97-114
Unconditional lower bounds for learning intersections of halfspaces
Adam R. Klivans and Alexander A. Sherstov
115-142
A primal-dual perspective of online learning algorithms
Shai Shalev-Shwartz and Yoram Singer
143-167
Tracking the best hyperplane with a simple budget Perceptron
Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile
169-192
Logarithmic regret algorithms for online convex optimization
Elad Hazan, Amit Agarwal and Satyen Kale
193-212
Competing with wild prediction rules
Vladimir Vovk
213-228
Active sampling for multiple output identification
Shai Fine and Yishay Mansour
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