A Strong Law of Large Numbers for Weighted Sums of i.i.d. Random Variables under Capacities.
Defei ZhangPing HePublished in: J. Appl. Math. (2014)
Keyphrases
- random variables
- weighted sums
- graphical models
- probability distribution
- weighted sum
- conditional independence
- latent variables
- bayesian networks
- conditional probabilities
- stochastic optimization problems
- conditional random fields
- weight update
- stochastic processes
- independent and identically distributed
- probabilistic inference
- potential functions
- regression trees
- joint probability distribution
- random vectors
- probabilistic model