Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance.
Dong ChenYueting ZhuangShuo ZhangJinfeng LiuSu DongSiliang TangPublished in: AAAI (2024)
Keyphrases
- data sets
- small number
- historical data
- experimental data
- data collection
- synthetic data
- data sources
- data analysis
- knowledge discovery
- data quality
- raw data
- statistical analysis
- accurate models
- statistical methods
- high dimensional data
- data processing
- collaborative learning
- input data
- data mining techniques
- sensor data
- data distribution
- statistical models
- incomplete data
- training data
- small fraction
- learned models
- database