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Learning Multi-Level Task Groups in Multi-Task Learning

Published in Proceedings of the AAAI Conference on Artificial Intelligence • Feb 21, 2015
NobleIDNI0P63W77R39S96
Authors:
Lei Han
,
Yu Zhang

Abstract

In multi-task learning (MTL), multiple related tasks are learned jointly by sharing information across them. Many MTL algorithms have been proposed to learn the underlying task groups. However, those methods are limited to learn the task groups at only a single level, which may be not sufficient to ...

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