A second-order cone based approach for solving the trust-region subproblem and its variants N Ho-Nguyen, F Kilinc-Karzan SIAM Journal on Optimization 27 (3), 1485-1512, 2017 | 62 | 2017 |
Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity N Ho-Nguyen, F Kılınç-Karzan, S Küçükyavuz, D Lee Mathematical Programming, 1-32, 2022 | 48 | 2022 |
Exploiting problem structure in optimization under uncertainty via online convex optimization N Ho-Nguyen, F Kılınç-Karzan Mathematical Programming 177 (1), 113-147, 2019 | 36* | 2019 |
Online first-order framework for robust convex optimization N Ho-Nguyen, F Kılınç-Karzan Operations Research 66 (6), 1670-1692, 2018 | 35 | 2018 |
Risk guarantees for end-to-end prediction and optimization processes N Ho-Nguyen, F Kılınç-Karzan Management Science 68 (12), 8680-8698, 2022 | 27 | 2022 |
Strong formulations for distributionally robust chance-constrained programs with left-hand side uncertainty under Wasserstein ambiguity N Ho-Nguyen, F Kilinç-Karzan, S Küçükyavuz, D Lee INFORMS Journal on Optimization 5 (2), 211-232, 2023 | 21 | 2023 |
Adversarial classification via distributional robustness with Wasserstein ambiguity N Ho-Nguyen, SJ Wright Mathematical Programming 198 (2), 1411-1447, 2023 | 18 | 2023 |
Coordinate descent without coordinates: Tangent subspace descent on Riemannian manifolds DH Gutman, N Ho-Nguyen Mathematics of Operations Research 48 (1), 127-159, 2023 | 10 | 2023 |
Dynamic data-driven estimation of nonparametric choice models N Ho-Nguyen, F Kılınç-Karzan Operations Research 69 (4), 1228-1239, 2021 | 10 | 2021 |
An online convex optimization-based framework for convex bilevel optimization L Shen, N Ho-Nguyen, F Kılınç-Karzan Mathematical Programming 198 (2), 1519-1582, 2023 | 9 | 2023 |
Primal–dual algorithms for convex optimization via regret minimization N Ho-Nguyen, F Kılınç-Karzan IEEE Control Systems Letters 2 (2), 284-289, 2018 | 5 | 2018 |
Political districting without geography G Benade, N Ho-Nguyen, JN Hooker Operations Research Perspectives 9, 100227, 2022 | 3 | 2022 |
Performance evaluation of iterative methods for solving robust convex quadratic problems C Kroer, N Ho-Nguyen, G Lu, F Kılınç-Karzan 10th NIPS Workshop on Optimization for Machine Learning, Dec 8, 2017 | 2 | 2017 |
Projection-Free Methods for Solving Convex Bilevel Optimization Problems KH Giang-Tran, N Ho-Nguyen, D Lee arXiv preprint arXiv:2311.09738, 2023 | 1 | 2023 |
Cyclic coordinate descent in the Hölder smooth setting DH Gutman, N Ho-Nguyen Operations Research Letters 50 (5), 458-462, 2022 | 1 | 2022 |
Mistake, Manipulation and Margin Guarantees in Online Strategic Classification L Shen, N Ho-Nguyen, KH Giang-Tran, F Kılınç-Karzan arXiv preprint arXiv:2403.18176, 2024 | | 2024 |
Projection-Free Online Convex Optimization with Stochastic Constraints D Lee, N Ho-Nguyen, D Lee arXiv preprint arXiv:2305.01333, 2023 | | 2023 |
Non-smooth and Hölder-smooth Submodular Maximization. D Lee, N Ho-Nguyen, D Lee CoRR, 2022 | | 2022 |
Operations Research Perspectives G Benadè, N Ho-Nguyen, JN Hooker Operations Research 9, 100227, 2022 | | 2022 |
Two-Stage Stochastic and Robust Optimization for Non-Adaptive Group Testing N Ho-Nguyen | | 2020 |