Human Comprehension of Fairness in Machine Learning.
Debjani SahaCandice SchumannDuncan C. McElfreshJohn P. DickersonMichelle L. MazurekMichael Carl TschantzPublished in: AIES (2020)
Keyphrases
- machine learning
- machine learning methods
- learning algorithm
- real time
- resource allocation
- feature selection
- machine learning algorithms
- reinforcement learning
- knowledge acquisition
- data analysis
- knowledge representation
- information extraction
- human subjects
- human behavior
- text classification
- knowledge discovery
- supervised machine learning
- human learning
- artificial intelligence
- neural network
- data sets
- machine learning approaches
- machine learning and data mining
- human users
- cognitive process
- computational models
- human experts
- learning tasks
- computational intelligence
- pattern recognition
- video sequences
- decision trees
- computer vision