Fair Data Representation for Machine Learning at the Pareto Frontier.
Shizhou XuThomas StrohmerPublished in: CoRR (2022)
Keyphrases
- data representation
- machine learning
- feature construction
- computer vision
- pareto frontier
- pattern recognition
- xml documents
- data representations
- representational power
- natural language processing
- multi objective
- dimensionality reduction
- multi objective optimization
- xml schema
- evolutionary algorithm
- feature selection
- integrity constraints
- high level
- bi objective
- image processing
- computational intelligence
- information extraction
- data model