Blind Decoding-Metric Estimation for Probabilistic Shaping via Expectation Maximization.
Fabian SteinerPatrick SchulteGeorg BöchererPublished in: ECOC (2018)
Keyphrases
- expectation maximization
- generative model
- probabilistic model
- em algorithm
- log likelihood function
- maximum likelihood estimation
- parameter estimation
- joint detection
- density estimation
- mixture model
- maximum likelihood
- continuous valued
- probability measures
- minimum message length
- neural network
- estimation algorithm
- map estimation
- gaussian mixture model
- blind image restoration
- robust estimation
- probabilistic logic
- maximum likelihood estimates
- belief networks
- estimation error
- uncertain data
- maximum a posteriori
- information theoretic
- markov random field
- computer vision