A framework for measuring association of random vectors via collapsed random variables.
Marius HofertWayne OldfordAvinash PrasadMu ZhuPublished in: J. Multivar. Anal. (2019)
Keyphrases
- random variables
- random vectors
- graphical models
- probability distribution
- marginal distributions
- latent variables
- normal distribution
- stochastic optimization problems
- joint distribution
- conditional independence
- independent and identically distributed
- conditional probabilities
- conditional random fields
- probabilistic graphical models
- statistically independent
- higher order
- active learning