Mixture density estimation via Hilbert space embedding of measures.
Bharath K. SriperumbudurPublished in: ISIT (2011)
Keyphrases
- density estimation
- hilbert space
- mixture model
- reproducing kernel hilbert space
- gaussian mixture model
- von neumann
- gaussian mixture
- expectation maximization
- probability density
- em algorithm
- probability density function
- density function
- euclidean space
- kernel function
- outlier detection
- generative model
- vector space
- maximum likelihood
- model selection
- probabilistic model
- language model
- machine learning
- unsupervised learning
- nearest neighbor
- association rules