Optimality of the Plug-in Estimator for Differential Entropy Estimation under Gaussian Convolutions.
Ziv GoldfeldKristjan H. GreenewaldJonathan WeedYury PolyanskiyPublished in: ISIT (2019)
Keyphrases
- maximum likelihood
- estimation algorithm
- error estimation
- estimation error
- gaussian convolution
- maximum likelihood estimation
- parameter estimation
- em algorithm
- optimality criterion
- least squares
- robust estimator
- information theoretic
- maximum likelihood estimator
- optimal solution
- accurate estimation
- gaussian filter
- markov chain
- estimation accuracy
- gaussian noise
- similarity measure
- denoising
- density estimation
- scale space
- decision directed
- neural network