Nonconvex Optimization for Signal Processing and Machine Learning [From the Guest Editors].
Anthony Man-Cho SoPrateek JainWing-Kin MaGesualdo ScutariPublished in: IEEE Signal Process. Mag. (2020)
Keyphrases
- signal processing
- machine learning
- global optimization
- optimization problems
- pattern recognition
- speech processing
- optimization algorithm
- nonlinear programming
- learning algorithm
- constrained optimization
- machine learning methods
- machine learning algorithms
- fourier transform
- inductive learning
- information extraction
- lagrange multipliers
- artificial intelligence
- neural network
- data mining
- machine learning approaches
- optimization method
- signal analysis
- learning systems
- model selection
- text classification
- natural language processing
- computer science
- reinforcement learning
- image processing
- feature selection
- learning tasks
- knowledge acquisition
- optimization process
- knowledge representation
- explanation based learning
- objective function
- optimization approaches