Functional Bilevel Optimization for Machine Learning.
Ieva PetrulionyteJulien MairalMichael ArbelPublished in: CoRR (2024)
Keyphrases
- machine learning
- optimization approaches
- global optimization
- optimization problems
- natural language processing
- knowledge discovery
- model selection
- knowledge acquisition
- optimization algorithm
- support vector machine
- active learning
- machine learning approaches
- machine learning algorithms
- learning systems
- constrained optimization
- explanation based learning
- learning algorithm
- linear programming
- information extraction
- artificial intelligence
- computer science
- machine learning methods
- learning tasks
- pattern recognition
- support vector
- knowledge base
- computer vision
- discrete optimization
- convex programming
- bilevel programming