Towards Sharper Generalization Bounds for Structured Prediction.
Shaojie LiYong LiuPublished in: NeurIPS (2021)
Keyphrases
- structured prediction
- generalization bounds
- generalization ability
- model selection
- maximum margin
- conditional random fields
- learning problems
- latent variables
- learning algorithm
- efficient learning
- convex optimization
- support vector machine svm
- markov networks
- support vector machine
- hyperparameters
- maximum likelihood
- graphical models