The Monte-Carlo Sampling Approach to Model Selection: A Primer [Lecture Notes].
Petre StoicaXiaolei ShangYuanbo ChengPublished in: IEEE Signal Process. Mag. (2022)
Keyphrases
- model selection
- monte carlo sampling
- lecture notes
- computer science
- revised selected papers
- cross validation
- revised papers
- hyperparameters
- machine learning
- motion segmentation
- sample size
- multibody
- feature selection
- international symposium
- mixture model
- marginal likelihood
- generalization error
- model selection criteria
- lecture notes in artificial intelligence
- information criterion
- em algorithm