Aspects of discrete mathematics and probability in the theory of machine learning.
Martin AnthonyPublished in: Discret. Appl. Math. (2008)
Keyphrases
- machine learning
- computer science
- computer algebra
- probability theory
- pattern recognition
- artificial intelligence
- inductive learning
- theoretical framework
- data analysis
- data mining
- theoretical basis
- computational models
- learning algorithm
- probability distribution
- formal theory
- natural language processing
- general theory
- computer programming
- finite number
- decision trees
- machine learning methods
- information theory
- learning problems
- neural network
- statistical learning theory
- genetic algorithm
- computer vision
- feature selection
- inductive logic programming
- evolutionary algorithm
- computational model
- machine learning algorithms
- model selection
- knowledge acquisition
- computational intelligence
- text mining
- information extraction
- active learning