Tractable Operations for Arithmetic Circuits of Probabilistic Models.
Yujia ShenArthur ChoiAdnan DarwichePublished in: NIPS (2016)
Keyphrases
- probabilistic model
- arithmetic operations
- graphical models
- language model
- bayesian inference
- bayesian networks
- conditional random fields
- probabilistic modeling
- high speed
- computational complexity
- np hard
- delay insensitive
- hidden variables
- logic synthesis
- latent variables
- generative model
- expectation maximization
- relational databases