Estimation of Spectral Clustering Hyper Parameters.
Sioan ZoharChun-Hong YoonPublished in: CoRR (2019)
Keyphrases
- spectral clustering
- hyperparameters
- model selection
- cross validation
- bayesian inference
- closed form
- data clustering
- clustering method
- bayesian framework
- pairwise
- parameter estimation
- prior information
- k means
- support vector
- random sampling
- em algorithm
- posterior distribution
- gaussian process
- variational bayes
- clustering algorithm
- noise level
- image segmentation
- incremental learning
- constrained spectral clustering
- sample size
- similarity matrix
- missing values
- maximum likelihood
- parameter space
- maximum a posteriori
- cluster analysis
- expectation maximization
- input data
- prior knowledge
- data analysis
- object recognition