An introduction to Majorization-Minimization algorithms for machine learning and statistical estimation.
Hien Duy NguyenPublished in: WIREs Data Mining Knowl. Discov. (2017)
Keyphrases
- statistical estimation
- machine learning
- machine learning algorithms
- learning algorithm
- model selection
- recently developed
- learning systems
- theoretical analysis
- active learning
- computational cost
- genetic algorithm
- neural network
- data structure
- machine learning approaches
- learning models
- information retrieval
- learning tasks
- statistical methods
- times faster
- classification algorithm
- data mining algorithms
- artificial intelligence
- objective function
- computationally efficient
- data sets
- computational complexity
- pattern recognition