Rounding Error Using Low Precision Approximate Random Variables.
Michael B. GilesOliver Sheridan-MethvenPublished in: SIAM J. Sci. Comput. (2024)
Keyphrases
- random variables
- probability distribution
- graphical models
- failure rate
- bayesian networks
- conditional independence
- joint distribution
- normal distribution
- distribution function
- conditional probabilities
- conditional distribution
- conditionally independent
- latent variables
- probability density
- conditional distributions
- random vectors
- test statistic
- linear programming
- independent and identically distributed
- additive noise
- statistically independent
- joint probability distribution
- directed acyclic graph
- probabilistic graphical models
- marginal distributions
- mixed integer
- belief propagation
- stochastic optimization problems