Structured Compression by Unstructured Pruning for Sparse Quantized Neural Networks.
Se Jung KwonDongsoo LeeByeongwook KimParichay KapoorBaeseong ParkGu-Yeon WeiPublished in: CoRR (2019)
Keyphrases
- neural network
- structured data
- unstructured data
- pattern recognition
- search space
- image compression
- sparse data
- unstructured text
- semi structured
- data compression
- compression algorithm
- pruning method
- avoid overfitting
- feed forward
- compression scheme
- sparse representation
- back propagation
- artificial neural networks
- fuzzy systems
- compression ratio
- multilayer perceptron
- fuzzy logic
- lossless compression
- compressive sensing
- data sources
- pruning algorithm
- sparse matrix
- structured databases
- genetic algorithm
- radial basis function
- multi layer
- sufficient conditions
- xml documents
- feature extraction
- pruning methods
- pruning algorithms