Promises and Challenges of Causality for Ethical Machine Learning.
Aida RahmattalabiAlice XiangPublished in: CoRR (2022)
Keyphrases
- machine learning
- pattern recognition
- ethical issues
- lessons learned
- legal issues
- machine learning methods
- real world
- key issues
- data mining
- learning tasks
- knowledge acquisition
- information systems
- feature selection
- active learning
- learning algorithm
- artificial intelligence
- open issues
- text mining
- technical challenges
- inductive logic programming
- learning problems
- interdisciplinary field
- machine learning and data mining
- inductive learning
- natural language processing
- information extraction
- knowledge representation
- kernel methods
- reinforcement learning
- unsupervised learning
- search engine
- computer science
- computational intelligence
- supervised machine learning
- knowledge discovery
- software piracy