Structured Bayesian Compression for Deep Neural Networks Based on the Turbo-VBI Approach.
Chengyu XiaDanny H. K. TsangVincent K. N. LauPublished in: IEEE Trans. Signal Process. (2023)
Keyphrases
- neural network
- belief nets
- pattern recognition
- compression ratio
- compression scheme
- data compression
- bayesian estimation
- bayesian decision
- compression algorithm
- artificial neural networks
- back propagation
- neural network model
- neural nets
- fuzzy logic
- fuzzy systems
- image compression
- bayesian inference
- turbo codes
- self organizing maps
- maximum likelihood
- gaussian processes
- recurrent neural networks
- compression rate
- structured data
- posterior probability
- bayesian networks