A Cartesian Closed Category for Random Variables.
Pietro Di GianantonioAbbas EdalatPublished in: LICS (2024)
Keyphrases
- random variables
- graphical models
- probability distribution
- distribution function
- probability density
- bayesian networks
- conditional probabilities
- latent variables
- conditional independence
- stochastic optimization problems
- independent and identically distributed
- joint distribution
- queueing networks
- conditional distribution
- statistically independent
- lead time
- normal distribution
- belief propagation
- marginal distributions
- stochastic processes
- additive noise
- failure rate
- conditional distributions
- markov property
- markov chain