Sublinear Optimization for Machine Learning
Kenneth L. ClarksonElad HazanDavid P. WoodruffPublished in: CoRR (2010)
Keyphrases
- machine learning
- optimization algorithm
- data mining
- machine learning algorithms
- optimization approaches
- databases
- machine learning approaches
- optimization method
- learning systems
- optimization problems
- text mining
- active learning
- artificial intelligence
- feature selection
- decision trees
- knowledge representation
- learning algorithm
- constrained optimization
- global optimization
- reinforcement learning
- computer vision
- statistical methods
- learning tasks
- semi supervised learning
- learning environment
- data analysis
- optimization procedure
- optimization model
- knowledge discovery