Efficient active learning of halfspaces
GonenAlon, SabatoSivan, Shalev-ShwartzShai · Journal of Machine Learning Research · 2013
We study pool-based active learning of half-spaces. We revisit the aggressive approach for active learning in the realizable case, and show that it can be made efficient and practical, while also h...