HydaLearn: Highly Dynamic Task Weighting for Multi-task Learning with Auxiliary Tasks

Sam Verboven, Muhammad Hafeez Chaudhary, Jeroen Berrevoets +1

Multi-task learning (MTL) can improve performance on a task by sharing representations with one or more related auxiliary-tasks. Usually, MTL-networks are trained on a composite lo…