BO-Aug: learning data augmentation policies via Bayesian optimization.
Chunxu ZhangXiming LiZijian ZhangJiaxu CuiBo YangPublished in: Appl. Intell. (2023)
Keyphrases
- bayesian methods
- prior knowledge
- synthetic data
- data sets
- data points
- learning algorithm
- raw data
- background knowledge
- learning systems
- data analysis
- training data
- data collection
- database
- data sources
- original data
- data quality
- data processing
- image data
- neural network
- bayesian networks
- experimental data
- bayesian learning
- e learning
- metadata
- decision trees
- human experts
- learning problems
- markov decision processes
- dynamic programming
- sensor data
- data structure
- xml documents
- optimization algorithm
- data model
- active learning
- input data