Promises and Pitfalls of Black-Box Concept Learning Models.
Anita MahinpeiJustin ClarkIsaac LageFinale Doshi-VelezWeiwei PanPublished in: CoRR (2021)
Keyphrases
- black box
- learning models
- black boxes
- learning algorithm
- machine learning
- loss function
- learning tasks
- learning problems
- semi supervised learning
- intermediate concepts
- machine learning algorithms
- classification models
- white box
- conditional random fields
- integration testing
- relational databases
- training data
- white box testing