Concentration and Moment Inequalities for Polynomials of Independent Random Variables
Warren SchudyMaxim SviridenkoPublished in: CoRR (2011)
Keyphrases
- random variables
- identically distributed
- graphical models
- independent and identically distributed
- binary variables
- probability distribution
- conditional independence
- conditionally independent
- statistically independent
- bayesian networks
- joint distribution
- stochastic optimization problems
- distribution function
- conditional probabilities
- probability density
- normal distribution
- latent variables
- marginal distributions
- directed acyclic graph
- probabilistic graphical models
- upper bound
- lead time
- linear combination
- sufficient conditions
- higher order