Active Learning with Neural Networks: Insights from Nonparametric Statistics.
Yinglun ZhuRobert NowakPublished in: NeurIPS (2022)
Keyphrases
- active learning
- neural network
- pattern recognition
- artificial neural networks
- training examples
- random sampling
- machine learning
- genetic algorithm
- network architecture
- neural network model
- back propagation
- semi supervised
- batch mode active learning
- selective sampling
- multilayer perceptron
- learning strategies
- relevance feedback
- fuzzy logic
- multi class
- supervised learning
- fault diagnosis
- transfer learning
- information retrieval
- feedforward neural networks
- case study
- recurrent neural networks
- activation function
- fuzzy neural network
- fuzzy systems
- learning algorithm
- data mining
- training algorithm
- artificial intelligence
- neural nets
- feed forward
- learning process
- labeled data