Causal Fair Machine Learning via Rank-Preserving Interventional Distributions.
Ludwig BothmannSusanne DandlMichael SchomakerPublished in: CoRR (2023)
Keyphrases
- machine learning
- data mining
- patient specific
- pattern recognition
- machine learning algorithms
- probability distribution
- active learning
- information extraction
- learning algorithm
- machine learning methods
- machine learning approaches
- causal reasoning
- causal models
- inductive logic programming
- learning problems
- random variables
- text mining
- knowledge discovery
- minimally invasive
- statistical methods
- causal relations
- heavy tailed
- causal discovery
- causal relationships
- causal theories
- gaussian distribution
- training data
- search engine
- model selection
- text classification
- support vector machine
- knowledge representation
- computer vision
- decision trees