MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System

Yun He, Xuxing Chen, Jiayi Xu +11

In industrial recommendation systems, multi-task learning (learning multiple tasks simultaneously on a single model) is a predominant approach to save training/serving resources an…