Discrepancy, Coresets, and Sketches in Machine Learning.
Zohar S. KarninEdo LibertyPublished in: COLT (2019)
Keyphrases
- machine learning
- machine learning methods
- knowledge acquisition
- text classification
- computer vision
- feature selection
- supervised learning
- machine learning algorithms
- learning systems
- active learning
- learning tasks
- natural language processing
- case study
- decision trees
- computational intelligence
- artificial intelligence
- computational biology
- data mining
- machine learning approaches
- inductive learning
- inductive logic programming
- knowledge representation
- knowledge engineering
- explanation based learning
- text mining
- support vector machine
- data sets
- expert systems
- computer science
- pattern recognition
- bayesian networks
- knowledge base
- information retrieval
- real world
- databases