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.
Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki