Mixture of gaussian models and bayes error under differential privacy.
Bowei XiMurat KantarciogluAli InanPublished in: CODASPY (2011)
Keyphrases
- gaussian model
- bayes error
- differential privacy
- differentially private
- mixture model
- privacy preserving
- gaussian distribution
- k nearest neighbor
- expectation maximization
- gaussian mixture model
- conditional independence
- image intensity
- data sharing
- privacy preservation
- skin color
- knn
- personal information
- data privacy
- sequential monte carlo methods
- class distribution
- training set
- em algorithm
- pairwise
- co occurrence
- multi class
- information retrieval
- data sets