AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning.
Enneng YangJunwei PanXimei WangHaibin YuLi ShenXihua ChenLei XiaoJie JiangGuibing GuoPublished in: CoRR (2022)
Keyphrases
- multi task learning
- adaptive learning rate
- learning rate
- multi task
- neural network
- learning tasks
- gaussian processes
- learning algorithm
- multitask learning
- multiple tasks
- learning problems
- high order
- theoretical analysis
- transfer learning
- multi class
- inductive learning
- globally convergent
- multi label
- learning experience
- text classification
- denoising
- decision trees
- feature selection
- machine learning