Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics.
Donald Martin Jr.Vinodkumar PrabhakaranJill KuhlbergAndrew SmartWilliam S. IsaacPublished in: CoRR (2020)
Keyphrases
- machine learning
- machine learning methods
- decision trees
- machine learning algorithms
- inductive learning
- design process
- knowledge acquisition
- learning tasks
- information extraction
- computer science
- pattern recognition
- recommendation systems
- computational biology
- learning systems
- machine learning approaches
- data mining
- transductive inference
- text mining
- natural language processing
- supervised learning
- computer vision
- model selection
- computational intelligence
- transfer learning
- kernel methods
- inductive logic programming
- active learning
- data analysis
- feature selection
- robust optimization
- supervised machine learning