Tutorial summary: Reductions in machine learning.
Alina BeygelzimerJohn LangfordBianca ZadroznyPublished in: ICML (2009)
Keyphrases
- machine learning
- application of machine learning methods
- knowledge acquisition
- machine learning methods
- information extraction
- learning algorithm
- data analysis
- transfer learning
- inductive learning
- knowledge discovery
- explanation based learning
- pattern recognition
- feature selection
- machine learning approaches
- natural language processing
- supervised machine learning
- learning systems
- model selection
- real time
- support vector machine
- active learning
- computer science
- unsupervised learning
- statistical learning
- machine learning and data mining
- decision trees
- databases