ET-AL: Entropy-Targeted Active Learning for Bias Mitigation in Materials Data.
Hengrui ZhangWei Wayne ChenJames M. RondinelliWei ChenPublished in: CoRR (2022)
Keyphrases
- active learning
- data sets
- statistical analysis
- data sources
- image data
- synthetic data
- data collection
- complex data
- database
- raw data
- statistical methods
- sensor data
- mutual information
- data mining techniques
- training examples
- data structure
- missing data
- original data
- small number
- knowledge discovery
- prior knowledge
- training set
- training samples
- high quality
- experimental data
- training data
- machine learning
- information theory
- neural network