SapientML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions.
Ripon K. SahaAkira UraSonal MahajanChenguang ZhuLinyi LiYang HuHiroaki YoshidaSarfraz KhurshidMukul R. PrasadPublished in: CoRR (2022)
Keyphrases
- machine learning
- learning algorithm
- human learning
- learning tasks
- learning systems
- supervised learning
- learning process
- artificial intelligence
- statistical learning
- active learning
- knowledge acquisition
- inductive learning
- mobile learning
- text mining
- knowledge discovery
- information extraction
- unsupervised learning
- data analysis
- objective function
- learning problems
- reinforcement learning
- learning analytics
- decision trees
- language acquisition
- computer vision
- machine learning systems
- tutorial dialogue
- application of machine learning methods