Structured Bayesian Compression for Deep Neural Networks Based on The Turbo-VBI Approach.
Chengyu XiaDanny H. K. TsangVincent K. N. LauPublished in: CoRR (2023)
Keyphrases
- neural network
- belief nets
- pattern recognition
- fuzzy logic
- image compression
- data compression
- compression scheme
- compression ratio
- neural nets
- bayesian learning
- back propagation
- fuzzy systems
- posterior probability
- deep learning
- multilayer perceptron
- bayesian networks
- bayesian estimation
- activation function
- compression rate
- bayesian decision
- compression algorithm
- artificial neural networks
- genetic algorithm
- bayesian inference
- feed forward
- fault diagnosis
- structured data
- data driven
- decision trees
- posterior distribution
- network architecture
- gaussian processes
- lossless compression
- maximum likelihood