Pyconstruct: Constraint Programming Meets Structured Prediction.

Paolo Dragone Stefano Teso Andrea Passerini

Published in: IJCAI (2018)

Keyphrases

constraint programming
structured prediction
combinatorial problems
maximum margin
conditional random fields

constraint satisfaction problems
constraint satisfaction
constraint propagation
latent variables
global constraints

efficient learning
approximate inference
convex optimization
markov networks
belief networks

image segmentation
pattern classification
background knowledge
prior knowledge