AUTOSPARSE: Towards Automated Sparse Training of Deep Neural Networks.
Abhisek KunduNaveen K. MellempudiDharma Teja VooturiBharat KaulPradeep DubeyPublished in: CoRR (2023)
Keyphrases
- neural network
- training process
- training algorithm
- feedforward neural networks
- deep architectures
- feed forward neural networks
- neural network training
- back propagation
- multi layer perceptron
- avoid overfitting
- test set
- artificial neural networks
- backpropagation algorithm
- sparse representation
- compressive sensing
- training phase
- high dimensional
- training set
- training patterns
- fuzzy logic
- recurrent neural networks
- dictionary learning
- sparse coding
- neural network structure
- training examples
- image classification
- supervised learning
- training speed
- multi layer
- sparse data
- semi automated
- fully automated
- neural network model
- control system
- genetic algorithm