Multitask Learning: A Knowledge-Based Source of Inductive Bias
Multitask Learning: A Knowledge-Based Source of Inductive Bias
R. Caruana
1993 · DOI: 10.1016/b978-1-55860-307-3.50012-5
International Conference on Machine Learning · 1,013 Zitierungen
TLDR
It is suggested that it may be easier to learn several hard tasks at one time than to learn these same tasks separately, because the information provided by the training signal for each task serves as a domain-specific inductive bias for the other tasks.