Sublinear Optimization for Machine Learning.
Kenneth L. ClarksonElad HazanDavid P. WoodruffPublished in: FOCS (2010)
Keyphrases
- machine learning
- global optimization
- optimization problems
- optimization algorithm
- natural language processing
- data mining
- machine learning methods
- computational intelligence
- pattern recognition
- learning algorithm
- inductive learning
- active learning
- knowledge acquisition
- optimization strategies
- neural network
- combinatorial optimization
- artificial intelligence
- semi supervised learning
- computer vision
- information extraction
- computer science
- database systems
- reinforcement learning
- clustering algorithm
- text mining
- decision trees
- natural language
- statistical methods
- optimization process
- optimization model
- discrete optimization
- training data