Sample-Level Weighting for Multi-Task Learning with Auxiliary Tasks

Emilie Grégoire, Hafeez Chaudhary, Sam Verboven

Multi-task learning (MTL) can improve the generalization performance of neural networks by sharing representations with related tasks. Nonetheless, MTL can also degrade performance…