Neural Active Learning with Performance Guarantees.
Pranjal AwasthiChristoph DannClaudio GentileAyush SekhariZhilei WangPublished in: CoRR (2021)
Keyphrases
- active learning
- network architecture
- neural network
- learning strategies
- semi supervised
- selective sampling
- neural model
- biologically plausible
- labeled data
- training set
- batch mode active learning
- pool based active learning
- nonlinear predictive control
- annotation effort
- artificial neural
- neural information processing
- machine learning
- relevance feedback
- learning process
- theoretical guarantees
- training examples
- semi supervised learning
- imbalanced data classification
- learning algorithm
- bio inspired
- experimental design
- class imbalance
- biologically inspired
- spike trains
- random sampling
- neural architecture
- neural fuzzy
- artificial neural networks