Concentration and moment inequalities for polynomials of independent random variables.
Warren SchudyMaxim SviridenkoPublished in: SODA (2012)
Keyphrases
- random variables
- identically distributed
- probability distribution
- binary variables
- independent and identically distributed
- graphical models
- statistically independent
- conditionally independent
- bayesian networks
- latent variables
- conditional independence
- joint distribution
- stochastic optimization problems
- distribution function
- normal distribution
- stochastic processes
- failure rate
- probability density
- directed acyclic graph
- conditional distribution
- conditional distributions
- conditional probabilities
- sufficient conditions
- marginal distributions
- probabilistic model
- markov networks
- random vectors