Machine learning fairness notions: Bridging the gap with real-world applications.
Karima MakhloufSami ZhiouaCatuscia PalamidessiPublished in: Inf. Process. Manag. (2021)
Keyphrases
- machine learning
- real world
- data mining
- inductive learning
- machine learning algorithms
- computer science
- case study
- data sets
- text mining
- synthetic data
- wide range
- resource allocation
- machine learning methods
- reinforcement learning
- decision trees
- explanation based learning
- information extraction
- learning systems
- supervised machine learning
- model selection
- knowledge discovery
- unsupervised learning
- natural language
- pattern recognition
- website
- information systems
- kernel methods
- learning tasks
- inductive logic programming
- social networks
- statistical learning
- learning algorithm
- computational properties
- neural network