A Unified Framework for Gradient Aggregation in Multi-Objective Optimization

Zeou Hu, Kelvin Ho, Yaoliang Yu

Many machine learning problems involve multiple inherent trade-offs that are best addressed by gradient-based multi-objective optimization (MOO) algorithms. Existing methods are of…