The strong data processing constant for sums of i.i.d. random variables.
Sudeep KamathChandra NairPublished in: ISIT (2015)
Keyphrases
- random variables
- data processing
- graphical models
- probability distribution
- joint distribution
- bayesian networks
- stochastic optimization problems
- data management
- latent variables
- additive noise
- independent and identically distributed
- conditional independence
- normal distribution
- distribution function
- conditional probabilities
- data analysis
- machine learning
- random vectors
- probability density
- directed acyclic graph
- probabilistic model
- conditional distribution
- probability density function
- marginal distributions
- failure rate
- joint probability distribution
- conditionally independent
- model selection