Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach

Heshan Fernando, Han Shen, Miao Liu +3

Machine learning problems with multiple objective functions appear either in learning with multiple criteria where learning has to make a trade-off between multiple performance met…