Nam Ho-Nguyen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Efficient Algorithms For Solving

Automatic Classification

Chance Constraints

Regret Minimization

Top Venues

Publications

Lingqing Shen, Nam Ho-Nguyen, Khanh-Hung Giang-Tran, Fatma Kilinç-Karzan
Mistake, Manipulation and Margin Guarantees in Online Strategic Classification. CoRR (2024)
Nam Ho-Nguyen, Stephen J. Wright
Adversarial classification via distributional robustness with Wasserstein ambiguity. Math. Program. 198 (2) (2023)
Duksang Lee, Nam Ho-Nguyen, Dabeen Lee
Projection-Free Online Convex Optimization with Stochastic Constraints. CoRR (2023)
Lingqing Shen, Nam Ho-Nguyen, Fatma Kilinç-Karzan
An online convex optimization-based framework for convex bilevel optimization. Math. Program. 198 (2) (2023)
David H. Gutman, Nam Ho-Nguyen
Coordinate Descent Without Coordinates: Tangent Subspace Descent on Riemannian Manifolds. Math. Oper. Res. 48 (1) (2023)
Nam Ho-Nguyen, Fatma Kilinç-Karzan, Simge Küçükyavuz, Dabeen Lee
Strong Formulations for Distributionally Robust Chance-Constrained Programs with Left-Hand Side Uncertainty Under Wasserstein Ambiguity. INFORMS J. Optim. 5 (2) (2023)
Nam Ho-Nguyen, Fatma Kilinç-Karzan
Risk Guarantees for End-to-End Prediction and Optimization Processes. Manag. Sci. 68 (12) (2022)
Nam Ho-Nguyen, Fatma Kilinç-Karzan, Simge Küçükyavuz, Dabeen Lee
Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity. Math. Program. 196 (1) (2022)
Duksang Lee, Nam Ho-Nguyen, Dabeen Lee
Non-smooth and Hölder-smooth Submodular Maximization. CoRR (2022)
David Huckleberry Gutman, Nam Ho-Nguyen
Cyclic coordinate descent in the Hölder smooth setting. Oper. Res. Lett. 50 (5) (2022)
Nam Ho-Nguyen, Fatma Kilinç-Karzan
Technical Note - Dynamic Data-Driven Estimation of Nonparametric Choice Models. Oper. Res. 69 (4) (2021)
Nam Ho-Nguyen, Stephen J. Wright
Adversarial Classification via Distributional Robustness with Wasserstein Ambiguity. CoRR (2020)
Nam Ho-Nguyen, Fatma Kilinç-Karzan
Exploiting problem structure in optimization under uncertainty via online convex optimization. Math. Program. 177 (1-2) (2019)
Nam Ho-Nguyen, Fatma Kilinç-Karzan
Primal-Dual Algorithms for Convex Optimization via Regret Minimization. IEEE Control. Syst. Lett. 2 (2) (2018)
Nam Ho-Nguyen, Fatma Kilinç-Karzan
Online First-Order Framework for Robust Convex Optimization. Oper. Res. 66 (6) (2018)
Nam Ho-Nguyen, Fatma Kilinç-Karzan
A Second-Order Cone Based Approach for Solving the Trust-Region Subproblem and Its Variants. SIAM J. Optim. 27 (3) (2017)