A Unified Maximum Likelihood Approach for Optimal Distribution Property Estimation.
Jayadev AcharyaHirakendu DasAlon OrlitskyAnanda Theertha SureshPublished in: CoRR (2016)
Keyphrases
- maximum likelihood
- maximum likelihood estimator
- parameter estimation
- gaussian distribution
- dynamic programming
- maximum likelihood estimates
- maximum likelihood estimation
- log likelihood function
- estimation algorithm
- data sets
- likelihood function
- exponential family
- em algorithm
- estimation error
- maximum a posteriori
- optimal design
- accurate estimation
- expectation maximization
- probability distribution
- monotonicity property