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Multitask Learning using Transformation Functions

By Arvind Agarwal and Hal Daumé Iii


Recently, there has been a significant interest in Multi-Task Learning (MTL) where multiple tasks are learned simultaneously to achieve better learning models. It has been shown [3, 4, 7] that learning multiple tasks together help the learning given that, these tasks are related and one is able to use the right notion of task relatedness.

Year: 2011
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