Structured Prediction
- Graphical Models
- Bayesian Networks
- Markov Networks
- Inference Methods
- Message Passing
- Integer Programs
- Dynamic Programming
- Variational Methods
- Classical Discriminative Learning
- Structured SVM
- Structured Perceptron
- Conditional Random Fields
- Non-Linear Approaches
- Structured Random Forests
- Deep Structured Prediction
- More Complex Structures
- Hierarchical Classification
- Sequence Prediction/Generation
- Application Areas
- Computer Vision
- Speech Recognition
- Natural Language Processing
- Bioinformatics
