Optimizing Evaluation Metrics for Multi-Task Learning via the Alternating Direction Method of Multipliers

Ge-Yang Ke, Yan Pan, Jian Yin +1

Multi-task learning (MTL) aims to improve the generalization performance of multiple tasks by exploiting the shared factors among them. Various metrics (e.g., F-score, Area Under t…