AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks.
Alexandra PesteEugenia IofinovaAdrian VladuDan AlistarhPublished in: NeurIPS (2021)
Keyphrases
- neural network
- training process
- data compression
- compressed data
- training algorithm
- multi layer perceptron
- pattern recognition
- backpropagation algorithm
- training set
- feed forward neural networks
- multilayer perceptron
- deep architectures
- feedforward neural networks
- fuzzy logic
- multilayer neural network
- neural network model
- back propagation
- file size
- test set
- genetic algorithm
- neural network structure
- neural network training
- artificial neural networks
- deep learning
- support vector machine
- error back propagation
- training data
- recurrent networks
- feature space
- post processing
- training examples
- compression scheme
- neural nets
- data sets
- compression algorithm
- data cube
- self organizing maps