On structured output training: hard cases and an efficient alternative.
Thomas GärtnerShankar VembuPublished in: Mach. Learn. (2009)
Keyphrases
- structured output
- structured prediction
- structured output prediction
- maximum margin
- latent variables
- conditional random fields
- training set
- multiclass classification
- highly efficient
- training examples
- training samples
- support vector machine
- image segmentation
- learning algorithm
- approximate inference
- multi task learning
- object detection
- discriminative learning