Multi-objective meta-learning

Feiyang Ye, Baijiong Lin, Zhixiong Yue, Yu Zhang, Ivor W. Tsang

Abstract: Highlights•This paper proposes the first gradient-based multi-objective bi-level optimization algorithm.•The convergence properties of the proposed algorithm are provided.•The proposed algorithm is applied to multiple learning problems.•Extensive empirical studies demonstrate the effectiveness of the proposed algorithm.