Streaming Active Learning with Deep Neural Networks.
Akanksha SaranSafoora YousefiAkshay KrishnamurthyJohn LangfordJordan T. AshPublished in: ICML (2023)
Keyphrases
- genetic algorithm
- active learning
- neural network
- artificial neural networks
- fuzzy logic
- learning strategies
- learning algorithm
- semi supervised
- supervised learning
- data streams
- machine learning
- experimental design
- selective sampling
- random sampling
- relevance feedback
- real time
- labeled data
- active learning strategies
- streaming data
- deep learning
- recurrent neural networks
- neural network model
- reinforcement learning
- pattern recognition
- pool based active learning
- crowd sourced
- imbalanced data classification
- training process
- multi layer
- feed forward
- fault diagnosis
- back propagation
- learning process
- clustering algorithm