A new connection between quantum circuits, graphs and the Ising partition function.
Joseph GeraciPublished in: Quantum Inf. Process. (2008)
Keyphrases
- partition function
- quantum computing
- markov random field
- upper bound
- closed form
- logic circuits
- random fields
- belief propagation
- approximate inference
- structured prediction
- importance sampling
- probability density function
- upper and lower bounds
- parameter estimation
- graphical models
- maximum likelihood estimation
- bayesian framework
- lower bound
- structure learning
- message passing
- conditional random fields
- markov networks
- special case
- probabilistic inference
- higher order
- loopy belief propagation
- hidden markov models
- monte carlo
- random variables
- markov chain
- support vector machine