A short note on extension theorems and their connection to universal consistency in machine learning.
Andreas ChristmannFlorian DumpertDao-Hong XiangPublished in: CoRR (2016)
Keyphrases
- machine learning
- machine learning methods
- data mining
- pattern recognition
- feature selection
- active learning
- computational biology
- knowledge discovery
- learning systems
- machine learning approaches
- machine learning algorithms
- computer science
- learning tasks
- learning problems
- knowledge acquisition
- natural language processing
- information extraction
- global constraints
- artificial intelligence
- global consistency
- databases
- application of machine learning methods
- semi supervised learning
- knowledge representation
- search algorithm
- learning algorithm
- information retrieval
- real world