CFS-MTL: A Causal Feature Selection Mechanism for Multi-task Learning via Pseudo-intervention.
Zhongde ChenRuize WuCong JiangHonghui LiXin DongCan LongYong HeLei ChengLinjian MoPublished in: CIKM (2022)
Keyphrases
- multi task learning
- selection mechanism
- multi task
- learning tasks
- multiple tasks
- learning problems
- gaussian processes
- multitask learning
- high order
- multiple task learning
- transfer learning
- learning algorithm
- theoretical analysis
- dirichlet process
- machine learning algorithms
- machine learning
- learning models
- supervised learning
- feature vectors
- kernel methods
- sample size
- inductive learning
- image classification
- feature set
- image features