Intelligence, physics and information - the tradeoff between accuracy and simplicity in machine learning.
Tailin WuPublished in: CoRR (2020)
Keyphrases
- machine learning
- artificial intelligence
- high accuracy
- information extraction
- machine learning methods
- information sharing
- contextual information
- user interaction
- classification accuracy
- learning algorithm
- computational complexity
- training data
- data analysis
- information sources
- information content
- structural information
- decision trees
- learning systems
- information processing
- reinforcement learning
- higher level
- model selection
- supervised learning
- data mining
- computer science
- prior knowledge
- trade off