Concentration Inequalities for Multinoulli Random Variables.
Jian QianRonan FruitMatteo PirottaAlessandro LazaricPublished in: CoRR (2020)
Keyphrases
- random variables
- binary variables
- graphical models
- probability distribution
- conditional independence
- bayesian networks
- sufficient conditions
- independent and identically distributed
- additive noise
- joint distribution
- conditionally independent
- latent variables
- directed acyclic graph
- conditional distribution
- stochastic optimization problems
- normal distribution
- conditional probabilities
- distribution function
- marginal distributions
- mixed integer
- valid inequalities
- stochastic processes
- belief propagation
- steady state
- statistically independent
- markov property
- joint probability distribution
- probabilistic model