Statistical learning for constrained functional parameters in infinite-dimensional models with applications in fair machine learning.
Razieh NabiNima S. HejaziMark J. van der LaanDavid C. BenkeserPublished in: CoRR (2024)
Keyphrases
- statistical learning
- machine learning
- infinite dimensional
- model selection
- supervised learning
- information theory
- finite dimensional
- natural language processing
- machine learning algorithms
- learning tasks
- feature selection
- linear model
- data sets
- prior knowledge
- knowledge discovery
- text mining
- semi supervised learning
- statistical methods