Deep Active Learning with Augmentation-based Consistency Estimation.
SeulGi HongHeonjin HaJunmo KimMin-Kook ChoiPublished in: CoRR (2020)
Keyphrases
- active learning
- learning strategies
- semi supervised
- robust estimation
- experimental design
- training examples
- selective sampling
- learning process
- estimation accuracy
- supervised learning
- labeled data
- real time
- learning algorithm
- machine learning
- constraint networks
- random sampling
- pool based active learning
- accurate estimation
- parameter estimation
- estimation algorithm
- density estimation
- reinforcement learning
- website
- data mining
- neural network