Dhanasekar Sundararaman

Learning Task Sampling Policy for Multitask Learning

It has been shown that training multi-task models with auxiliary tasks can improve the target task quality through cross-task transfer. However, the importance of each auxiliary task to the primary task is likely not known a priori. While the importance weights of auxiliary tasks can be manually tun…