On conditional parity as a notion of non-discrimination in machine learning.
Yaacov RitovYuekai SunRuofei ZhaoPublished in: CoRR (2017)
Keyphrases
- machine learning
- feature selection
- conditional logic
- error correction
- machine learning algorithms
- machine learning methods
- pattern recognition
- knowledge acquisition
- information extraction
- computational intelligence
- knowledge discovery
- machine learning approaches
- learning tasks
- learning problems
- neural network
- explanation based learning
- machine learning and data mining
- supervised machine learning
- sets of probability measures
- model selection
- supervised learning
- computer science
- data mining
- data sets
- natural language processing
- data analysis
- natural language
- training data
- face recognition
- learning algorithm