Streaming Active Learning with Deep Neural Networks.
Akanksha SaranSafoora YousefiAkshay KrishnamurthyJohn LangfordJordan T. AshPublished in: CoRR (2023)
Keyphrases
- active learning
- neural network
- pattern recognition
- random sampling
- data streams
- semi supervised
- fuzzy logic
- learning strategies
- transfer learning
- neural network model
- supervised learning
- streaming data
- machine learning
- neural nets
- training process
- multilayer perceptron
- feed forward
- experimental design
- back propagation
- real time
- learning algorithm
- training set
- artificial neural networks
- self organizing maps
- real time streaming
- selective sampling
- labeled data
- semi supervised learning
- training examples
- learning process
- fuzzy systems
- relevance feedback
- expert systems
- batch mode
- sample selection
- active learning strategies