Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms

Peiyao Xiao, Hao Ban, Kaiyi Ji

Multi-objective optimization (MOO) has become an influential framework in many machine learning problems with multiple objectives such as learning with multiple criteria and multi-…