Structured Prediction, Dual Extragradient and Bregman Projections.
Benjamin TaskarSimon Lacoste-JulienMichael I. JordanPublished in: J. Mach. Learn. Res. (2006)
Keyphrases
- structured prediction
- saddle point
- maximum margin
- structured output
- conditional random fields
- efficient learning
- latent variables
- markov networks
- primal dual
- convex optimization
- total variation
- approximate inference
- graphical models
- discrete tomography
- variational inequalities
- pattern classification
- loss function
- denoising
- information extraction
- pairwise