Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models.
Gunwoong ParkHyewon ParkPublished in: AISTATS (2019)
Keyphrases
- directed acyclic
- graphical models
- random variables
- belief propagation
- exponential family
- probabilistic inference
- graph structure
- bayesian networks
- probabilistic graphical models
- probabilistic model
- belief networks
- approximate inference
- conditional random fields
- structure learning
- markov networks
- map inference
- conditional independence
- exact inference
- undirected graphical models
- suffix tree
- factor graphs
- causal models
- data structure
- lower bound
- structured data
- message passing
- probability density function