Survey on Causal-based Machine Learning Fairness Notions.
Karima MakhloufSami ZhiouaCatuscia PalamidessiPublished in: CoRR (2020)
Keyphrases
- machine learning
- learning algorithm
- machine learning methods
- machine learning algorithms
- pattern recognition
- machine learning approaches
- decision trees
- information extraction
- natural language processing
- causal relationships
- directed acyclic graph
- knowledge acquisition
- bayesian networks
- causal networks
- data analysis
- computer science
- supervised machine learning
- text classification
- active learning
- learning systems
- causal reasoning
- explanation based learning
- artificial intelligence
- computer vision
- information systems
- learning tasks
- feature selection
- data collection
- natural language
- logic programs
- knowledge discovery