Sufficient and Necessary Conditions of Complete Convergence for Weighted Sums of PNQD Random Variables.
Qunying WuPublished in: J. Appl. Math. (2012)
Keyphrases
- random variables
- weighted sums
- weight update
- graphical models
- probability distribution
- bayesian networks
- conditional independence
- stochastic optimization problems
- latent variables
- weighted sum
- conditional probabilities
- independent and identically distributed
- probabilistic inference
- potential functions
- stochastic processes
- sufficient conditions
- neural network
- random vectors
- lead time
- convergence rate
- belief propagation
- back propagation
- joint probability distribution
- graph cuts
- learning algorithm