Exact Posterior Distributions over the Segmentation Space and Model Selection for Multiple Change-Point Detection Problems.
Guillem RigaillEmilie LebarbierStéphane RobinPublished in: COMPSTAT (2010)
Keyphrases
- model selection
- hyperparameters
- bayesian learning
- parameter estimation
- posterior distribution
- cross validation
- change point detection
- mixture model
- image segmentation
- machine learning
- gaussian process
- regression model
- latent variables
- probability distribution
- feature selection
- sample size
- outlier detection
- least squares
- bayesian framework
- random sampling
- data mining