A Cartesian Closed Category for Random Variables.
Pietro Di GianantonioAbbas EdalatPublished in: CoRR (2024)
Keyphrases
- random variables
- graphical models
- probability distribution
- bayesian networks
- independent and identically distributed
- joint distribution
- normal distribution
- latent variables
- conditional probabilities
- conditional independence
- distribution function
- additive noise
- stochastic optimization problems
- random vectors
- queueing networks
- directed acyclic graph
- probability density
- stochastic processes
- conditional distribution
- probabilistic graphical models
- conditional distributions
- belief propagation
- probabilistic model
- marginal distributions
- failure rate
- conditionally independent
- identically distributed