On the Need and Applicability of Causality for Fair Machine Learning.
Ruta BinkyteSami ZhiouaPublished in: CoRR (2022)
Keyphrases
- machine learning
- text classification
- learning algorithm
- pattern recognition
- machine learning methods
- information extraction
- machine learning and data mining
- artificial intelligence
- knowledge acquisition
- text mining
- active learning
- support vector machine
- data mining
- inductive learning
- reinforcement learning
- computer science
- natural language
- computational intelligence
- machine learning approaches
- computational biology
- supervised classification
- learning problems
- neural network
- knowledge representation
- causal relationships
- statistical learning
- genetic algorithm
- learning tasks
- kernel methods
- statistical methods
- computer vision
- learning systems
- machine learning algorithms
- unsupervised learning
- training data