A PAC-Bayes Bound for Tailored Density Estimation.
Matthew HiggsJohn Shawe-TaylorPublished in: ALT (2010)
Keyphrases
- density estimation
- pac bayes
- risk bounds
- generalization bounds
- mixture model
- linear classifiers
- outlier detection
- data dependent
- probability density function
- gaussian mixture model
- em algorithm
- empirical risk minimization
- statistical learning theory
- language model
- multi class
- learning algorithm
- theoretical analysis
- semi supervised learning
- knowledge discovery