Probably Approximate Shapley Fairness with Applications in Machine Learning.
Zijian ZhouXinyi XuRachael Hwee Ling SimChuan Sheng FooBryan Kian Hsiang LowPublished in: AAAI (2023)
Keyphrases
- machine learning
- game theory
- machine learning methods
- support vector machine
- computer vision
- learning tasks
- text classification
- knowledge acquisition
- reinforcement learning
- machine learning approaches
- resource allocation
- machine learning algorithms
- data mining
- information extraction
- learning problems
- inductive learning
- learning systems
- semi supervised learning
- model selection
- machine learning and data mining
- data sets
- knowledge discovery
- pattern recognition
- cooperative
- decision trees
- feature selection
- learning algorithm
- natural language processing
- supervised learning
- evolutionary algorithm
- expert systems
- multi agent systems
- natural language
- inductive logic programming
- computational biology
- learning classifier systems
- real time