Top-k Frequent Itemsets via Differentially Private FP-trees
Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso
Differentially Private Recommender Systems: Building Privacy into the Netflix Prize Contenders
Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo
8. Private Equity
Sample Complexity Bounds for Differentially Private Learning
Bayesian Optimization and Embedded Learning Systems
Integrative topology uncovers new biology from heterogeneous omics data
Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso
Marrying Graphical Models & Deep Learning