Conditional Model Selection for Efficient Video Understanding.
Mihir JainHaitam Ben YahiaAmir GhodratiAmirhossein HabibianFatih PorikliPublished in: BMVC (2021)
Keyphrases
- model selection
- cross validation
- hyperparameters
- regression model
- error estimation
- sample size
- model selection criteria
- parameter estimation
- bayesian learning
- machine learning
- statistical inference
- statistical learning
- information criterion
- mixture model
- feature selection
- generalization error
- gaussian process
- selection criterion
- leave one out cross validation
- meta learning
- bayesian methods
- variable selection
- image segmentation
- motion segmentation
- statistical model
- prior knowledge
- bayesian model selection