A Brief History of Learning Symbolic Higher-Level Representations from Data (And a Curious Look Forward).
Stefan KramerPublished in: IJCAI (2020)
Keyphrases
- higher level
- data sets
- raw data
- image data
- high quality
- data analysis
- data sources
- online learning
- background knowledge
- data processing
- database
- data mining techniques
- prior knowledge
- learning algorithm
- experimental data
- reinforcement learning
- training data
- external representations
- active learning
- human experts
- statistical analysis
- data collection
- knowledge acquisition
- data structure
- learning systems
- database systems
- spatial data
- data distribution
- high dimensional
- supervised learning
- complex data
- learning models
- bayesian methods
- small number