An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning.
Yihua ZhangPrashant KhanduriIoannis C. TsaknakisYuguang YaoMingyi HongSijia LiuPublished in: CoRR (2023)
Keyphrases
- bi level
- signal processing
- machine learning
- speech processing
- gray scale
- pattern recognition
- artificial intelligence
- pricing model
- computational intelligence
- image processing
- text mining
- computer vision
- data mining
- knowledge representation
- learning algorithm
- fourier transform
- optimization algorithm
- natural language processing
- information extraction
- computer science
- knowledge acquisition
- optimization problems
- active learning
- machine learning methods
- learning problems
- neural network
- constrained optimization
- explanation based learning
- information retrieval