Convex maximization via adjustable robust optimization A Selvi, A Ben-Tal, R Brekelmans, D den Hertog INFORMS Journal on Computing 34 (4), 2091-2105, 2022 | 12 | 2022 |
Wasserstein logistic regression with mixed features A Selvi, MR Belbasi, M Haugh, W Wiesemann Advances in Neural Information Processing Systems 35, 16691-16704, 2022 | 6 | 2022 |
A reformulation-linearization technique for optimization over simplices A Selvi, D den Hertog, W Wiesemann Mathematical Programming 197 (1), 427-447, 2023 | 4 | 2023 |
It's All in the Mix: Wasserstein Machine Learning with Mixed Features R Belbasi, A Selvi, W Wiesemann arXiv preprint arXiv:2312.12230, 2023 | 3 | 2023 |
Using column generation to solve extensions to the Markowitz model LM Roebers, A Selvi, JC Vera The Engineering Economist 64 (3), 275-288, 2019 | 3 | 2019 |
Differential Privacy via Distributionally Robust Optimization A Selvi, H Liu, W Wiesemann arXiv preprint arXiv:2304.12681, 2023 | 2 | 2023 |
Distributionally and adversarially robust logistic regression via intersecting Wasserstein balls A Selvi, E Kreacic, M Ghassemi, V Potluru, T Balch, M Veloso arXiv preprint arXiv:2407.13625, 2024 | 1 | 2024 |