Optimizing fairness tradeoffs in machine learning with multiobjective meta-models.
William G. La CavaPublished in: CoRR (2023)
Keyphrases
- learning systems
- machine learning
- multi objective
- knowledge acquisition
- complex systems
- trade off
- machine learning approaches
- evolutionary algorithm
- prior knowledge
- machine learning algorithms
- pattern recognition
- experimental data
- machine learning models
- data analysis
- computer science
- neural network
- parameter estimation
- optimization algorithm
- artificial intelligence
- machine learning methods
- statistical methods