Precise lim sup behavior of probabilities of large deviations for sums of i.i.d. random variables.
Deli LiAndrew RosalskyPublished in: Int. J. Math. Math. Sci. (2004)
Keyphrases
- random variables
- large deviations
- probability distribution
- conditional probabilities
- joint probability distribution
- graphical models
- latent variables
- bayesian networks
- joint distribution
- marginal distributions
- conditional independence
- belief networks
- heavy tailed
- generalization bounds
- posterior distribution
- state dependent
- data dependent
- queue length
- learning theory
- posterior probability
- belief propagation
- probabilistic model