Consistency and Generalization Bounds for Maximum Entropy Density Estimation.
Shaojun WangRussell GreinerShaomin WangPublished in: Entropy (2013)
Keyphrases
- maximum entropy
- density estimation
- mixture model
- data dependent
- statistical learning theory
- probability density function
- conditional random fields
- outlier detection
- gaussian mixture model
- learning theory
- generative model
- model selection
- learning algorithm
- em algorithm
- expectation maximization
- support vector machine
- linear classifiers
- feature selection
- reproducing kernel hilbert space
- computer vision