Simultaneous Localization and Layout Model Selection in Manhattan Worlds.
Armon ShariatiBernd PfrommerCamillo J. TaylorPublished in: CoRR (2018)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- sample size
- machine learning
- mixture model
- statistical learning
- selection criterion
- model selection criteria
- motion segmentation
- statistical inference
- gaussian process
- information criterion
- marginal likelihood
- generalization error
- feature selection
- variable selection
- regression model
- meta learning
- bayesian learning
- error estimation
- leave one out cross validation
- automatic model selection
- hypothesis tests
- generalization bounds
- data sets
- statistical model
- least squares