Adaptive Sequential Optimization with Applications to Machine Learning.
Craig WilsonVenugopal V. VeeravalliPublished in: CoRR (2015)
Keyphrases
- machine learning
- global optimization
- machine learning methods
- inductive learning
- natural language processing
- pattern recognition
- optimization process
- optimization algorithm
- optimization model
- knowledge representation
- artificial intelligence
- computer vision
- active learning
- computer science
- data analysis
- text mining
- machine learning and data mining
- knowledge acquisition
- model selection
- machine learning algorithms
- explanation based learning
- optimization approaches
- kernel methods
- learning tasks
- dynamically adjust
- data sets
- optimization strategies
- adaptive systems
- discrete optimization
- machine learning approaches
- learning systems
- unsupervised learning
- text classification
- computational intelligence
- reinforcement learning
- case study
- search engine
- learning algorithm