Expressive power of tensor-network factorizations for probabilistic modeling.
Ivan GlasserRyan SwekeNicola PancottiJens EisertJ. Ignacio CiracPublished in: NeurIPS (2019)
Keyphrases
- expressive power
- probabilistic modeling
- first order logic
- query language
- probabilistic model
- transitive closure
- computational properties
- data complexity
- relational algebra
- network structure
- aggregate functions
- bayesian networks
- bayesian inference
- generative model
- higher order
- pairwise
- artificial intelligence
- relation algebra