Silva: Interactively Assessing Machine Learning Fairness Using Causality.
Jing Nathan YanZiwei GuHubert LinJeffrey M. RzeszotarskiPublished in: CHI (2020)
Keyphrases
- machine learning
- machine learning methods
- data mining
- pattern recognition
- decision trees
- learning tasks
- resource allocation
- user interaction
- explanation based learning
- computer vision
- computer science
- artificial intelligence
- supervised machine learning
- game theory
- learning systems
- machine learning algorithms
- semi supervised learning
- text classification
- knowledge acquisition
- natural language processing
- supervised learning
- information extraction
- support vector machine
- data analysis
- learning environment
- feature selection
- unsupervised learning
- active learning
- bayesian networks
- causal models
- computational biology
- causal reasoning
- information systems
- causal inference