Constraint Reasoning Embedded Structured Prediction.
Nan JiangMaosen ZhangWillem-Jan van HoeveYexiang XuePublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- structured prediction
- constraint reasoning
- constraint propagation
- maximum margin
- temporal constraints
- conditional random fields
- temporal reasoning
- efficient learning
- latent variables
- markov networks
- convex optimization
- approximate inference
- path consistency
- arc consistency
- graphical models
- belief networks
- learning algorithm
- qualitative and quantitative
- constraint programming
- constraint satisfaction
- first order logic
- constraint satisfaction problems
- worst case
- probabilistic model