Model-Parallel Model Selection for Deep Learning Systems.
Kabir NagrechaPublished in: SIGMOD Conference (2021)
Keyphrases
- learning systems
- model selection
- probabilistic model
- machine learning
- information criterion
- statistical model
- cross validation
- generalization error
- selection criterion
- parameter estimation
- probability distribution
- prior knowledge
- bayesian information criterion
- leave one out cross validation
- bayesian learning
- gaussian process
- model selection criteria
- hyperparameters
- bayesian inference
- gaussian mixture model
- mixture model
- em algorithm
- bayesian networks
- feature selection