Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows.
Doris XinEva Yiwei WuDoris Jung Lin LeeNiloufar SalehiAditya G. ParameswaranPublished in: CoRR (2021)
Keyphrases
- machine learning
- everyday lives
- data processing
- workflow management systems
- machine learning methods
- learning algorithm
- learning tasks
- supervised learning
- learning systems
- knowledge acquisition
- computational intelligence
- data analysis
- pattern recognition
- database systems
- web services
- artificial intelligence
- cognitive process
- machine learning approaches
- future development
- information extraction
- semi supervised learning
- real time
- feature selection
- computer vision
- search engine
- data mining
- data sets