Understanding and Improving Neural Active Learning on Heteroskedastic Distributions.
Savya KhoslaChew Kin WhyeJordan T. AshCyril ZhangKenji KawaguchiAlex LambPublished in: ECAI (2023)
Keyphrases
- active learning
- network architecture
- neural network
- semi supervised
- deeper understanding
- probability distribution
- machine learning
- selective sampling
- random variables
- bio inspired
- biologically inspired
- hebbian learning
- learning rules
- class imbalance
- random sampling
- gaussian distribution
- learning strategies
- supervised learning
- learning process
- learning algorithm