Bias Learning, Knowledge Sharing

Abstract

Biasing properly the hypothesis space of a learner has been shown to improve generalization performance. Methods for achieving this goal have been proposed, that range from designing and introducing a bias into a learner to automatically learning the bias. Multitask learning methods fall into the latter category. When several related tasks derived from the… (More)
DOI: 10.1109/TNN.2003.810608

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