Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities.
Doris XinLitian MaJialin LiuStephen MackeShuchen SongAditya G. ParameswaranPublished in: CoRR (2018)
Keyphrases
- machine learning
- machine learning methods
- computer vision
- data mining
- decision trees
- semi supervised learning
- knowledge acquisition
- lessons learned
- feature selection
- machine learning algorithms
- human behavior
- knowledge discovery
- information extraction
- knowledge representation
- human experts
- computational biology
- computer science
- explanation based learning
- supervised machine learning
- learning algorithm
- text classification
- human subjects
- human learning
- interdisciplinary field
- learning systems
- model selection
- real time
- natural language processing
- natural language
- pattern recognition
- reinforcement learning
- real world