In a linear teacher-student model, optimal continual learning orders place the least typical tasks first and make neighboring tasks dissimilar, and these rules transfer to image classification.
S., Sohl-Dickstein, J., and Ganguli, S
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Optimal Task Order for Continual Learning of Multiple Tasks
In a linear teacher-student model, optimal continual learning orders place the least typical tasks first and make neighboring tasks dissimilar, and these rules transfer to image classification.