Towards Accelerated Model Training via Bayesian Data Selection.
Zhijie DengPeng CuiJun ZhuPublished in: NeurIPS (2023)
Keyphrases
- experimental data
- input data
- data sets
- probability distribution
- prior knowledge
- measured data
- computational model
- data collection
- image data
- data analysis
- simulation data
- probabilistic model
- high level
- database
- training samples
- network structure
- test data
- bayesian networks
- sensor data
- empirical data
- prior distribution
- labelled data
- mathematical model
- synthetic data
- data structure
- objective function
- training data
- neural network
- missing data
- training examples
- statistical methods
- prior information
- data quality
- posterior probability
- training dataset
- data points
- bayesian learning