Tune: A Research Platform for Distributed Model Selection and Training.
Richard LiawEric LiangRobert NishiharaPhilipp MoritzJoseph E. GonzalezIon StoicaPublished in: CoRR (2018)
Keyphrases
- model selection
- cross validation
- hyperparameters
- covariate shift
- parameter estimation
- distributed systems
- statistical learning
- learning machines
- sample size
- error estimation
- bayesian learning
- regression model
- meta learning
- mixture model
- model selection criteria
- selection criterion
- variable selection
- gaussian process
- statistical inference
- machine learning
- leave one out cross validation
- bayesian information criterion
- feature selection
- supervised learning
- training set
- parameter determination
- bayesian methods
- generalization error
- motion segmentation
- information criterion
- feature vectors
- bayesian networks
- learning algorithm
- real world
- automatic model selection