fairadapt: Causal Reasoning for Fair Data Pre-processing.
Drago PleckoNicolas BennettNicolai MeinshausenPublished in: CoRR (2021)
Keyphrases
- causal reasoning
- data pre processing
- data analysis
- preprocessing
- data mining
- feature selection
- causal models
- pattern extraction
- dimension reduction
- data mining process
- directed acyclic graph
- knowledge representation
- feature extraction
- decision tree algorithm
- missing values
- machine learning
- default logic
- data mining techniques
- decision trees
- data preparation
- face recognition
- real world