@inbook{34ec54a88c364c3f997fcf3d99e365e8,
title = "Active learning for regression based on query by committee",
abstract = "We investigate a committee-based approach for active learning of real-valued functions. This is a variance-only strategy for selection of informative training data. As such it is shown to suffer when the model class is misspecified since the learner's bias is high. Conversely, the strategy outperforms passive selection when the model class is very expressive since active minimization of the variance avoids over fit ting. {\textcopyright} Springer-Verlag Berlin Heidelberg 2007.",
author = "Robert Burbidge and Rowland, {Jem J.} and King, {Ross D.}",
year = "2007",
doi = "10.1007/978-3-540-77226-2_22",
language = "English",
isbn = "9783540772255",
series = "Lecture Notes in Computer Science",
publisher = "Springer Nature",
pages = "209--218",
booktitle = "Intelligent Data Engineering and Automated Learning - IDEAL 2007",
address = "United States",
}