A Unified Maximum Likelihood Approach for Optimal Distribution Property Estimation.
Jayadev AcharyaHirakendu DasAlon OrlitskyAnanda Theertha SureshPublished in: Electron. Colloquium Comput. Complex. (2016)
Keyphrases
- maximum likelihood
- maximum likelihood estimator
- parameter estimation
- gaussian distribution
- maximum likelihood estimation
- estimation algorithm
- log likelihood function
- exponential family
- optimal solution
- neural network
- gaussian mixture model
- expectation maximization
- optimal design
- maximum likelihood estimates
- dynamic programming
- monotonicity property
- random variables
- em algorithm
- accurate estimation
- probability distribution
- density distribution