Sublinear optimization for machine learning.
Kenneth L. ClarksonElad HazanDavid P. WoodruffPublished in: J. ACM (2012)
Keyphrases
- machine learning
- machine learning methods
- optimization problems
- machine learning algorithms
- feature selection
- data mining
- optimization algorithm
- global optimization
- pattern recognition
- knowledge representation
- optimization process
- neural network
- computational intelligence
- natural language processing
- inductive learning
- cost function
- website
- computer vision
- artificial intelligence
- learning algorithm
- optimization procedure
- optimization methods
- optimization model
- joint optimization
- combinatorial optimization
- data sets
- supervised machine learning
- unsupervised learning
- text classification
- text mining
- information extraction
- support vector machine
- multi objective
- data analysis
- decision trees
- social networks
- genetic algorithm