Learning Locally Interacting Discrete Dynamical Systems: Towards Data-Efficient and Scalable Prediction.
Beomseok KangHarshit KumarMinah LeeBiswadeep ChakrabortySaibal MukhopadhyayPublished in: CoRR (2024)
Keyphrases
- data sets
- data analysis
- data collection
- high quality
- original data
- prior knowledge
- active learning
- databases
- database
- data points
- learning tasks
- background knowledge
- limited memory
- highly scalable
- historical data
- human experts
- training data
- data streams
- data sources
- network structure
- learned models
- reinforcement learning
- noisy data
- learning process
- raw data
- image data
- input data
- spatial data
- sensor data
- supervised learning
- missing data
- data mining techniques
- knowledge acquisition
- online learning
- collaborative learning