Active Learning with Neural Networks: Insights from Nonparametric Statistics.
Yinglun ZhuRobert D. NowakPublished in: CoRR (2022)
Keyphrases
- active learning
- neural network
- selective sampling
- genetic algorithm
- semi supervised
- supervised learning
- learning strategies
- learning algorithm
- pool based active learning
- pattern recognition
- artificial neural networks
- machine learning
- multilayer perceptron
- neural network model
- training examples
- training set
- random sampling
- recurrent neural networks
- back propagation
- fuzzy logic
- batch mode
- unlabeled data
- learning environment
- self organizing maps
- labeled data
- semi supervised learning
- neural nets
- fuzzy systems
- training algorithm
- multi layer perceptron
- active learning strategies
- batch mode active learning