MTL-TRANSFER: Leveraging Multi-task Learning and Transferred Knowledge for Improving Fault Localization and Program Repair.
Xu WangHongwei YuXiangxin MengHongliang CaoHongyu ZhangHailong SunXudong LiuChunming HuPublished in: ACM Trans. Softw. Eng. Methodol. (2024)
Keyphrases
- multi task learning
- fault localization
- previously learned
- multi task
- transfer learning
- program understanding
- learning tasks
- multitask learning
- multiple task learning
- multiple tasks
- gaussian processes
- high order
- theoretical analysis
- knowledge acquisition
- model based diagnosis
- fault detection
- learning problems
- inductive learning
- software testing
- data abstraction
- higher order
- knowledge base
- knowledge discovery
- reinforcement learning
- dirichlet process
- prior knowledge
- expert systems
- learning models
- fault diagnosis
- binary classification tasks