Optimal Estimation of Change in a Population of Parameters.
Ramya Korlakai VinayakWeihao KongSham M. KakadePublished in: CoRR (2019)
Keyphrases
- maximum likelihood estimation
- parameter estimation
- closed form solutions
- optimal parameters
- maximum a posteriori probability
- closed form
- maximum likelihood
- parametric models
- parameters estimation
- threshold values
- rao bound
- accurate estimation
- optimal solution
- data sets
- estimation error
- dynamic programming
- em algorithm
- worst case
- population size
- single parameter
- estimation algorithm
- input parameters
- robust estimation
- control parameters
- sensitivity analysis
- expectation maximization
- least squares
- lower bound
- genetic algorithm