On-Demand Deep Model Compression for Mobile Devices: A Usage-Driven Model Selection Framework.
Sicong LiuYingyan LinZimu ZhouKaiming NanHui LiuJunzhao DuPublished in: MobiSys (2018)
Keyphrases
- model selection
- parameter estimation
- mobile devices
- probabilistic model
- selection criterion
- cross validation
- statistical model
- automatic model selection
- probability distribution
- closed form
- bayesian learning
- likelihood function
- training data
- information criterion
- maximum likelihood
- mixture model
- mutual information
- data mining
- bayesian framework
- hyperparameters
- gaussian process
- bayesian information criterion
- bayesian model selection
- machine learning