A Second-Order Cone Based Approach for Solving the Trust-Region Subproblem and Its Variants. - Nam Ho-Nguyen; Fatma Kilinç-Karzan (SIAM J. Optim., 2017)

Primal-Dual Algorithms for Convex Optimization via Regret Minimization. - Nam Ho-Nguyen; Fatma Kilinç-Karzan (IEEE Control. Syst. Lett., 2018)

Online First-Order Framework for Robust Convex Optimization. - Nam Ho-Nguyen; Fatma Kilinç-Karzan (Oper. Res., 2018)

Exploiting problem structure in optimization under uncertainty via online convex optimization. - Nam Ho-Nguyen; Fatma Kilinç-Karzan (Math. Program., 2019)

Technical Note - Dynamic Data-Driven Estimation of Nonparametric Choice Models. - Nam Ho-Nguyen; Fatma Kilinç-Karzan (Oper. Res., 2021)

Non-smooth and Hölder-smooth Submodular Maximization. - Duksang Lee; Nam Ho-Nguyen; Dabeen Lee (CoRR, 2022)

Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity. - Nam Ho-Nguyen; Fatma Kilinç-Karzan; Simge Küçükyavuz; Dabeen Lee (Math. Program., 2022)

Cyclic coordinate descent in the Hölder smooth setting. - David Huckleberry Gutman; Nam Ho-Nguyen (Oper. Res. Lett., 2022)

Risk Guarantees for End-to-End Prediction and Optimization Processes. - Nam Ho-Nguyen; Fatma Kilinç-Karzan (Manag. Sci., 2022)

Projection-Free Online Convex Optimization with Stochastic Constraints. - Duksang Lee; Nam Ho-Nguyen; Dabeen Lee (CoRR, 2023)

Coordinate Descent Without Coordinates: Tangent Subspace Descent on Riemannian Manifolds. - David H. Gutman; Nam Ho-Nguyen (Math. Oper. Res., 2023)

Strong Formulations for Distributionally Robust Chance-Constrained Programs with Left-Hand Side Uncertainty Under Wasserstein Ambiguity. - Nam Ho-Nguyen; Fatma Kilinç-Karzan; Simge Küçükyavuz; Dabeen Lee (INFORMS J. Optim., 2023)

Adversarial classification via distributional robustness with Wasserstein ambiguity. - Nam Ho-Nguyen; Stephen J. Wright 001 (Math. Program., 2023)

An online convex optimization-based framework for convex bilevel optimization. - Lingqing Shen; Nam Ho-Nguyen; Fatma Kilinç-Karzan (Math. Program., 2023)

Mistake, Manipulation and Margin Guarantees in Online Strategic Classification. - Lingqing Shen; Nam Ho-Nguyen; Khanh-Hung Giang-Tran; Fatma Kilinç-Karzan (CoRR, 2024)