Bayesian Bits: Unifying Quantization and Pruning.
Mart van BaalenChristos LouizosMarkus NagelRana Ali AmjadYing WangTijmen BlankevoortMax WellingPublished in: CoRR (2020)
Keyphrases
- search space
- transform coefficients
- bayesian learning
- bits per pixel
- quantization error
- maximum likelihood
- bayesian estimation
- data driven
- bayesian networks
- error correcting codes
- pruning algorithms
- tree pruning
- bayesian decision
- posterior probability
- probability distribution
- gray code
- quantization noise
- code length
- uniform quantization
- effective pruning