Probabilistic machine learning and artificial intelligence.
Zoubin GhahramaniPublished in: Nat. (2015)
Keyphrases
- machine learning
- artificial intelligence
- natural language processing
- computer science
- computational intelligence
- pattern recognition
- knowledge representation
- machine learning methods
- learning algorithm
- software engineering
- bayesian networks
- information theoretic
- information extraction
- knowledge based systems
- generative model
- belief networks
- learning tasks
- cognitive science
- probabilistic model
- uncertain data
- decision trees
- machine learning approaches
- knowledge engineering
- posterior probability
- model selection
- knowledge acquisition
- supervised learning
- machine intelligence
- knowledge discovery
- expert systems
- computer vision
- explanation based learning
- probabilistic reasoning
- data mining
- human learning
- inductive learning
- conditional probabilities
- kernel methods
- graphical models
- support vector machine
- data analysis