Smooth Structured Prediction Using Quantum and Classical Gibbs Samplers.
Behrooz SepehryEhsan IranmaneshMichael P. FriedlanderPooya RonaghPublished in: CoRR (2018)
Keyphrases
- structured prediction
- conditional random fields
- maximum margin
- markov chain monte carlo
- efficient learning
- approximate inference
- latent variables
- markov random field
- markov networks
- probabilistic model
- bayesian inference
- convex optimization
- information extraction
- graphical models
- parameter estimation
- machine learning
- belief networks
- random sampling
- higher order
- support vector machine
- learning algorithm