Towards Accelerated Model Training via Bayesian Data Selection.
Zhijie DengPeng CuiJun ZhuPublished in: CoRR (2023)
Keyphrases
- experimental data
- data sets
- input data
- statistical methods
- data collection
- test data
- small number
- knowledge discovery
- probability distribution
- probabilistic model
- raw data
- training algorithm
- empirical data
- simulation data
- prior information
- learned models
- sensor data
- computational model
- data processing
- data sources
- prior knowledge
- training samples
- measured data
- network structure
- learning models
- bayesian inference
- data analysis
- predictive model
- high level
- database
- parameter estimation
- feature selection
- bayesian model
- decision theory
- training dataset
- gaussian processes
- data points
- data mining techniques
- generative model
- training examples