An Axiomatic Theory of Provably-Fair Welfare-Centric Machine Learning.
Cyrus CousinsPublished in: CoRR (2021)
Keyphrases
- machine learning
- theoretical basis
- computer vision
- theoretical framework
- knowledge acquisition
- machine learning approaches
- data analysis
- real time
- statistical learning theory
- kernel methods
- machine learning algorithms
- supervised learning
- support vector machine
- database
- pattern recognition
- training data
- decision trees
- formal theory
- natural language
- user centric
- explanation based learning
- domain theory
- neural network
- information systems
- inductive learning
- theoretical foundation
- feature selection
- model selection
- learning environment
- computational intelligence
- text mining
- search algorithm
- np hard
- evolutionary algorithm