1 citations · 1 across the 2 of their papers we have counts for
3 papers
Differential Privacy via Distributionally Robust Optimization
Aras Selvi, Huikang Liu, Wolfram Wiesemann
In recent years, differential privacy has emerged as the de facto standard for sharing statistics of datasets while limiting the disclosure of private information about the involve…
Wasserstein Logistic Regression with Mixed Features
Aras Selvi, Mohammad Reza Belbasi, Martin B Haugh +1
Recent work has leveraged the popular distributionally robust optimization paradigm to combat overfitting in classical logistic regression. While the resulting classification schem…
Using Column Generation to Solve Extensions to the Markowitz Model
Lorenz M. Roebers, Aras Selvi, Juan C. Vera
We introduce a solution scheme for portfolio optimization problems with cardinality constraints. Typical portfolio optimization problems are extensions of the classical Markowitz m…