SPARSE: Structured Prediction using Argument-Relative Structured Encoding.
Rishi BommasaniArzoo KatiyarClaire CardiePublished in: SPNLP@NAACL-HLT (2019)
Keyphrases
- structured prediction
- structured output
- structured learning
- maximum margin
- conditional random fields
- max margin learning
- latent variables
- markov networks
- efficient learning
- convex optimization
- max margin
- sparse representation
- approximate inference
- belief networks
- high dimensional
- machine learning
- graphical models
- convex hull
- first order logic
- least squares