Fairness-aware Model-agnostic Positive and Unlabeled Learning.
Ziwei WuJingrui HePublished in: FAccT (2022)
Keyphrases
- prior knowledge
- mathematical model
- formal model
- background knowledge
- learning process
- learning scheme
- theoretical analysis
- computational model
- cost function
- supervised learning
- unsupervised learning
- inductive inference
- automatically learned
- learning problems
- experimental data
- connectionist networks
- machine learning
- theoretical framework
- management system
- probabilistic model
- active learning
- similarity measure
- high level
- knowledge base