Dynamic Update-to-Data Ratio: Minimizing World Model Overfitting.
Nicolai DorkaTim WelscheholdWolfram BurgardPublished in: ICLR (2023)
Keyphrases
- data sets
- data processing
- raw data
- data distribution
- statistical analysis
- original data
- knowledge discovery
- high quality
- world model
- missing data
- database
- data sources
- high dimensional data
- training data
- knowledge representation
- data collection
- image data
- knowledge acquisition
- computer systems
- probability distribution
- natural language processing
- synthetic data
- prior knowledge
- spatial data
- relational databases
- expert systems
- data streams
- data quality