Probably Approximate Shapley Fairness with Applications in Machine Learning.
Zijian ZhouXinyi XuRachael Hwee Ling SimChuan Sheng FooKian Hsiang LowPublished in: CoRR (2022)
Keyphrases
- machine learning
- game theory
- data mining
- computer vision
- knowledge acquisition
- pattern recognition
- machine learning methods
- artificial intelligence
- machine learning approaches
- model selection
- text classification
- learning problems
- inductive learning
- decision trees
- learning algorithm
- machine learning algorithms
- natural language processing
- learning systems
- resource allocation
- learning tasks
- machine learning and data mining
- axiomatic characterization
- support vector machine
- data analysis
- natural language
- semi supervised learning
- database
- information extraction
- expert systems
- kernel methods
- lower bound
- support vector
- exact solution
- case study
- real world