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A Literature Review of Transfer, Meta, and Multi-Task Learning

Sharing to learn and learning to share - Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning : A meta review

This article gives a detailed view of these learning paradigmsalong with a comparative analysis.

A global generic learning network, an ensemble of meta learning, transfer learning, and multi-task learning, is also introduced here, along with some open research questions and directions for future research.

Authors

Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

Related Topics

Global generic learning network

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Source arXiv

Machine Learning

A Literature Review of Transfer, Meta, and Multi-Task Learning

Sharing to learn and learning to share - Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning : A meta review

This article gives a detailed view of these learning paradigmsalong with a comparative analysis.

Authors

Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

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