The Optimality of Profile Maximum Likelihood in Estimating Sorted Discrete Distributions.
Yanjun HanKirankumar ShiragurPublished in: CoRR (2020)
Keyphrases
- maximum likelihood
- gaussian distribution
- maximum likelihood estimates
- exponential family
- maximum likelihood estimation
- efficient algorithms to compute
- likelihood function
- multivariate gaussian
- expectation maximization
- probability distribution
- parameter estimation
- additive noise
- gaussian mixture model
- maximum a posteriori
- em algorithm
- kl divergence
- optimal solution
- data sets
- neural network
- continuous data
- rigid body
- user profiles
- mixture model
- normal distribution
- probability density
- estimation process
- discrete space
- finite number
- discrete geometry
- discrete version
- log likelihood function