Understanding and Improving Fairness-Accuracy Trade-offs in Multi-Task Learning.
Yuyan WangXuezhi WangAlex BeutelFlavien ProstJilin ChenEd H. ChiPublished in: KDD (2021)
Keyphrases
- multi task learning
- trade off
- multi task
- learning tasks
- multiple tasks
- gaussian processes
- learning problems
- multitask learning
- theoretical analysis
- high order
- multi label image annotation
- transfer learning
- learning models
- supervised learning
- high dimensional
- image segmentation
- machine learning algorithms
- inductive learning
- semi supervised learning
- random walk
- knowledge acquisition
- support vector