Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks

Sachin Ravi, Sebastian Musslick, Maia Hamin +2

The terms multi-task learning and multitasking are easily confused. Multi-task learning refers to a paradigm in machine learning in which a network is trained on various related ta…