Shuangge Ma

Deep Multitask Learning for Mixed-Type Outcomes with Shared Sparsity

Huichao Li, Tong Wang, Sanguo Zhang, Shuangge Ma

Most existing multitask learning approaches are limited by their reliance on task-specific loss functions tailored to the scale and type of each outcome. When outcomes differ across tasks, these losses are generally not directly comparable, which makes it difficult to formulate a…Read more