Neural Active Learning with Performance Guarantees.
Zhilei WangPranjal AwasthiChristoph DannAyush SekhariClaudio GentilePublished in: NeurIPS (2021)
Keyphrases
- active learning
- network architecture
- neural network
- random sampling
- learning strategies
- learning algorithm
- neural computation
- semi supervised
- neural model
- machine learning
- nonlinear predictive control
- experimental design
- supervised learning
- training set
- learning process
- labeled data
- bio inspired
- active learning strategies
- selective sampling
- training data
- imbalanced data classification
- pool based active learning
- annotation effort
- artificial neural
- hebbian learning
- sample selection
- neural architecture
- training examples
- relevance feedback
- biologically inspired
- transfer learning
- batch mode
- learning rules
- continuous wavelet transform
- class imbalance
- neural information processing
- semi supervised learning