Intelligence plays dice: Stochasticity is essential for machine learning.
Mert R. SabuncuPublished in: CoRR (2020)
Keyphrases
- machine learning
- artificial intelligence
- machine intelligence
- pattern recognition
- information processing
- machine learning methods
- learning systems
- learning algorithm
- artificial general intelligence
- intelligent systems
- learning problems
- data mining
- computational intelligence
- natural language processing
- information extraction
- active learning
- stochastic model
- feature selection
- inductive learning
- explanation based learning
- machine learning and data mining
- learning tasks
- human intelligence
- text classification
- machine learning algorithms
- knowledge acquisition
- text mining
- support vector machine
- knowledge base
- computer vision
- database
- statistical learning
- feature space
- decision trees
- website
- decision making
- supervised machine learning
- general intelligence