Maximum Likelihood Estimation of Functionals of Discrete Distributions.
Jiantao JiaoKartik VenkatYanjun HanTsachy WeissmanPublished in: IEEE Trans. Inf. Theory (2017)
Keyphrases
- maximum likelihood estimation
- multivariate gaussian
- probability distribution
- maximum likelihood
- probability density
- em algorithm
- parameter estimation
- higher order
- expectation maximization
- efficient algorithms to compute
- density function
- random variables
- covariance matrix
- boltzmann machine
- machine learning
- mixture of gaussians
- feature extraction
- gaussian distribution
- gaussian mixture model
- knowledge discovery
- feature selection