SAPIENTML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions.
Ripon K. SahaAkira UraSonal MahajanChenguang ZhuLinyi LiYang HuHiroaki YoshidaSarfraz KhurshidMukul R. PrasadPublished in: ICSE (2022)
Keyphrases
- machine learning
- learning systems
- learning algorithm
- knowledge acquisition
- human learning
- learning tasks
- statistical learning
- active learning
- supervised learning
- learning process
- inductive learning
- covariate shift
- data sets
- learning community
- human experts
- semi supervised learning
- online learning
- information extraction
- data analysis
- computer science
- optimal solution
- reinforcement learning