Impact of Imputation Strategies on Fairness in Machine Learning.
Simon CatonSaiteja MalisettyChristian HaasPublished in: J. Artif. Intell. Res. (2022)
Keyphrases
- machine learning
- missing data
- missing values
- machine learning approaches
- information extraction
- artificial intelligence
- decision trees
- pattern recognition
- databases
- natural language processing
- computational intelligence
- high impact
- supervised machine learning
- game theory
- data mining
- reinforcement learning
- learning algorithm
- statistical methods
- neural network
- real world
- machine learning and data mining
- online auctions
- inductive logic programming
- learning problems
- kernel methods
- nearest neighbor
- resource allocation
- data analysis
- learning systems
- semi supervised learning
- evolutionary algorithm
- support vector machine