Univariate Bayesian nonparametric mixture modeling with unimodal kernels.
Carlos E. RodríguezStephen G. WalkerPublished in: Stat. Comput. (2014)
Keyphrases
- mixture modeling
- bayesian nonparametric
- mixture model
- density estimation
- em algorithm
- gaussian process
- gaussian mixture model
- probabilistic model
- gaussian processes
- variational inference
- model selection
- generative model
- expectation maximization
- maximum likelihood
- unsupervised learning
- inverse reinforcement learning
- dirichlet process
- language model
- dirichlet distribution
- feature space
- support vector
- probability density function
- information retrieval
- parameter estimation
- k means
- conditional probabilities
- latent variables
- learning tasks