Active Learning for Deep Neural Networks on Edge Devices.
Yuya SenzakiChristian HamelainPublished in: CoRR (2021)
Keyphrases
- active learning
- neural network
- pattern recognition
- artificial neural networks
- edge detection
- random sampling
- learning strategies
- semi supervised
- fuzzy logic
- neural network model
- training examples
- machine learning
- learning process
- genetic algorithm
- labeled data
- training set
- recurrent neural networks
- supervised learning
- edge information
- weighted graph
- neural nets
- edge detector
- mobile devices
- training process
- pool based active learning
- selective sampling
- deep learning
- rule extraction
- network architecture
- multi layer
- back propagation
- multilayer perceptron
- fuzzy systems
- learning algorithm
- sufficient conditions
- low cost
- experimental design
- activation function
- learning environment
- transfer learning