On the Fundamental Limits of Exact Inference in Structured Prediction.

Hanbyul Lee Kevin Bello Jean Honorio

Published in: ISIT (2022)

Keyphrases

structured prediction
exact inference
maximum margin
conditional random fields
approximate inference
efficient learning
latent variables
markov networks
convex optimization
graphical models
belief networks
gaussian process
computer vision
generative model
probabilistic inference
high order
markov random field