Efficient semidefinite bounds for multi-label discrete graphical models.
Valentin DuranteGeorge KatsirelosThomas SchiexPublished in: CoRR (2021)
Keyphrases
- graphical models
- multi label
- convex relaxation
- semidefinite
- belief propagation
- text categorization
- probabilistic model
- multi label classification
- graph cuts
- conditional random fields
- markov networks
- bayesian networks
- binary classification
- lower bound
- class labels
- convex optimization
- image classification
- text classification
- upper bound
- learning tasks
- cost sensitive