The Statistical Minkowski Distances: Closed-Form Formula for Gaussian Mixture Models.
Frank NielsenPublished in: GSI (2019)
Keyphrases
- closed form
- gaussian mixture model
- gaussian mixture
- mixture model
- maximum likelihood criterion
- hyperparameters
- feature vectors
- speaker recognition
- variational bayes
- em algorithm
- speaker identification
- point correspondences
- expectation maximization
- feature space
- probability density function
- gaussian distribution
- background subtraction
- closed form solutions
- density estimation
- probability density
- covariance matrices
- distance function
- knn
- bayesian networks
- information retrieval
- euclidean distance
- probabilistic model
- generative model
- maximum likelihood
- distance measure
- principal component analysis