Optimizing fairness tradeoffs in machine learning with multiobjective meta-models.
William G. La CavaPublished in: GECCO (2023)
Keyphrases
- machine learning
- multi objective
- statistical models
- probabilistic model
- statistical methods
- machine learning algorithms
- information retrieval
- computer vision
- multiobjective optimization
- machine learning approaches
- active learning
- data mining
- supervised learning
- text mining
- machine learning methods
- optimization algorithm
- data sets
- multiple objectives
- machine learning models
- learning systems
- knowledge acquisition
- natural language processing
- information extraction
- prior knowledge
- trade off
- computer science