Bayesian entropy estimation for countable discrete distributions.
Evan ArcherIl Memming ParkJonathan W. PillowPublished in: J. Mach. Learn. Res. (2014)
Keyphrases
- kullback leibler divergence
- cumulative residual entropy
- bayesian estimation
- probability density
- markov chain
- efficient algorithms to compute
- parameter estimation
- random variables
- accurate estimation
- probability distribution
- estimation accuracy
- estimation algorithm
- information theoretic
- information theory
- bayesian networks
- markov random field prior
- bayesian analysis
- discrete geometry
- probability density function
- discrete version
- kullback leibler distance
- continuous valued
- estimation process
- finite number
- information entropy
- image registration
- mutual information
- bayesian learning
- neural network
- robust estimation
- posterior distribution