The benefit of multitask representation learning

MaurerAndreas, PontilMassimiliano, Romera-ParedesBernardino

JOURNAL OF MACHINE LEARNING RESEARCH（2016）

引用 32|浏览236

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摘要

We discuss a general method to learn data representations from multiple tasks. We provide a justification for this method in both settings of multitask learning and learning-to-learn. The method is...

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关键词

learning-to-learn,multitask learning,representation learning,statistical learning theory,transfer learning

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