Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning.
Xinyi XuLingjuan LyuXingjun MaChenglin MiaoChuan Sheng FooBryan Kian Hsiang LowPublished in: NeurIPS (2021)
Keyphrases
- machine learning
- reinforcement learning
- machine learning methods
- markov decision processes
- feature selection
- knowledge acquisition
- collaborative learning
- data driven
- data mining
- machine learning algorithms
- text classification
- edge detection
- text mining
- natural language processing
- pattern recognition
- artificial intelligence
- decision trees
- knowledge sharing
- multiarmed bandit
- multi user
- learning tasks
- data sets
- resource allocation
- cooperative
- expert systems
- supervised learning
- computational intelligence
- model selection
- statistical methods
- active learning
- inductive logic programming
- inductive learning
- machine learning approaches
- learning classifier systems
- explanation based learning
- image gradient
- gradient method