Bayesian Bits: Unifying Quantization and Pruning.
Mart van BaalenChristos LouizosMarkus NagelRana Ali AmjadYing WangTijmen BlankevoortMax WellingPublished in: NeurIPS (2020)
Keyphrases
- transform coefficients
- search space
- bits per pixel
- bayesian decision
- bayesian learning
- quantization error
- bayesian estimation
- pruning method
- decision theory
- maximum likelihood
- hamming distance
- gaussian processes
- posterior probability
- error correcting codes
- effective pruning
- bayesian networks
- neural network
- quantization noise
- uniform quantization