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Multitask Learning using Transformation Functions

By Arvind Agarwal and Hal Daumé Iii

Abstract

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
OAI identifier: oai:CiteSeerX.psu:10.1.1.184.4814
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