Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models.
Leena Chennuru VankadaraSebastian BordtUlrike von LuxburgDebarghya GhoshdastidarPublished in: CoRR (2021)
Keyphrases
- mixture model
- kernel based clustering
- probability density function
- gaussian mixture model
- em algorithm
- probabilistic model
- generative model
- kernel methods
- model selection
- density estimation
- expectation maximization
- kernel function
- reduced set
- language model
- unsupervised learning
- finite mixtures
- k means
- mixture modeling
- gaussian mixture
- model based clustering
- automatic model selection
- maximum likelihood
- mixture of gaussians
- support vector machine
- finite mixture models
- factor analysis
- mixture components
- object recognition