Bounds on marginal probability distributions.
Joris M. MooijHilbert J. KappenPublished in: NIPS (2008)
Keyphrases
- probability distribution
- marginal distributions
- upper bound
- random variables
- lower bound
- bayesian networks
- conditional probabilities
- tight bounds
- error bounds
- probability density function
- upper and lower bounds
- lower and upper bounds
- belief networks
- generalization bounds
- worst case
- databases
- stage stochastic programs
- np hard
- search algorithm
- information systems
- social networks
- learning algorithm
- information retrieval
- real world