Machine Learning Fairness is Computationally Difficult and Algorithmically Unsatisfactorily Solved.
Mike H. M. TeodorescuXinyu YaoPublished in: HPEC (2021)
Keyphrases
- machine learning
- computer vision
- decision trees
- information extraction
- pattern recognition
- computer science
- supervised machine learning
- machine learning approaches
- error prone
- learning tasks
- game theory
- machine learning methods
- machine learning algorithms
- model selection
- supervised learning
- learning algorithm
- genetic algorithm
- multi objective
- cooperative
- optimal solution
- text mining
- reinforcement learning
- semi supervised learning
- case study
- learning systems
- feature selection
- information systems
- artificial intelligence
- learning problems
- machine learning and data mining
- database