Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification.
Zuzanna SzafranowskaRichard OsualaBennet BreierKaisar KushibarKarim LekadirOliver DíazPublished in: CoRR (2022)
Keyphrases
- simulation study
- generative model
- private data
- discriminative learning
- data sharing
- probabilistic model
- discriminative methods
- feature space
- image classification
- support vector machine
- conditional random fields
- prior knowledge
- monte carlo
- feature vectors
- robust classification
- decision trees
- personal information
- support vector
- information sharing
- privacy preserving
- feature extraction
- face recognition
- discriminative models
- text classification
- machine learning