Multi-Criteria Dimensionality Reduction with Applications to Fairness.
Uthaipon TantipongpipatSamira SamadiMohit SinghJamie MorgensternSantosh S. VempalaPublished in: NeurIPS (2019)
Keyphrases
- multi criteria
- dimensionality reduction
- decision analysis
- hard constraints
- decision aid
- high dimensional data
- high dimensional
- decision makers
- low dimensional
- feature extraction
- pattern recognition
- principal component analysis
- imprecise information
- fuzzy logic
- multiple criteria decision making
- multi objective
- multiple criteria
- principal components
- multi attribute
- multi criteria optimization
- resource allocation
- feature space
- group decision making
- data sets
- feature selection
- game theory
- objective function
- decision making
- multi criteria decision making
- data points
- real time
- preference elicitation
- neural network
- machine learning
- multi attribute auctions
- arc consistency algorithm
- real world
- rough approximations
- intuitionistic fuzzy sets
- similarity measure
- multi agent
- control system