Code-Aware Cross-Program Transfer Hyperparameter Optimization.
Zijia WangXiangyu HeKehan ChenChen LinJinsong SuPublished in: AAAI (2023)
Keyphrases
- program understanding
- optimization algorithm
- source code
- static analysis
- computer programs
- optimization method
- constrained optimization
- optimization process
- java programs
- optimization problems
- program code
- knowledge transfer
- neural network
- hyperparameters
- optimization methods
- global optimization
- mixed mode
- legacy software
- gaussian process
- fault localization
- gaussian processes
- random sampling
- test cases
- machine learning