Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians.
Axel BrandoJosé A. Rodríguez-SerranoJordi VitriàAlberto RubioPublished in: CoRR (2019)
Keyphrases
- gaussian distribution
- heavy tailed distributions
- exponential family
- heavy tailed
- gaussian densities
- von mises fisher
- gaussian model
- dirichlet distribution
- mixture model
- mixture distributions
- probability distribution function
- mixture distribution
- multivariate gaussian
- probability distribution
- random variables
- power law
- statistical distributions
- prior distribution
- expectation maximization
- joint distribution
- gaussian mixture model
- neural network
- data sets
- heterogeneous data
- probability density
- probabilistic model
- exponential distributions
- estimate the model parameters
- learning algorithm