Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso.
Abhradeep ThakurtaAdam D. SmithPublished in: COLT (2013)
Keyphrases
- feature selection
- differentially private
- stability of feature selection
- differential privacy
- feature selection algorithms
- support vector
- model selection
- machine learning
- multi task
- feature set
- privacy preserving
- mixed effects
- private data
- dimension reduction
- dimensionality reduction
- feature space
- smart card
- database
- contingency tables
- social media
- social networks
- data sets