What I Read: Deciding Which Tasks Should Train Together

https://ai.googleblog.com/2021/10/deciding-which-tasks-should-train.html

Deciding Which Tasks Should Train Together in Multi-Task Neural Networks
Monday, October 25, 2021
Posted by Christopher Fifty, Research Engineer, Google Research, Brain Team


“…there may be instances when learning from many related tasks at the same time would lead to better modeling performance. This is addressed in the domain of multi-task learning…. we describe a method called Task Affinity Groupings (TAG) that determines which tasks should be trained together in multi-task neural networks.”