Nam Ho-Nguyen

18 papers Journal 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
A projection-free method for solving convex bilevel optimization problems.
Math. Program.
Khanh-Hung Giang-Tran, Nam Ho-Nguyen, Dabeen Lee
2025 J jnl
Efficient Online Large-Margin Classification via Dual Certificates.
CoRR
Nam Ho-Nguyen, Fatma Kilinç-Karzan, Ellie Nguyen, Lingqing Shen
2024 J jnl
Mistake, Manipulation and Margin Guarantees in Online Strategic Classification.
CoRR
Lingqing Shen, Nam Ho-Nguyen, Khanh-Hung Giang-Tran, Fatma Kilinç-Karzan
2023 J jnl
Adversarial classification via distributional robustness with Wasserstein ambiguity.
Math. Program.
Nam Ho-Nguyen, Stephen J. Wright
2023 J jnl
An online convex optimization-based framework for convex bilevel optimization.
Math. Program.
Lingqing Shen, Nam Ho-Nguyen, Fatma Kilinç-Karzan
2023 J jnl
Coordinate Descent Without Coordinates: Tangent Subspace Descent on Riemannian Manifolds.
Math. Oper. Res.
David H. Gutman, Nam Ho-Nguyen
2023 J jnl
Projection-Free Online Convex Optimization with Stochastic Constraints.
CoRR
Duksang Lee, Nam Ho-Nguyen, Dabeen Lee
2023 J jnl
Strong Formulations for Distributionally Robust Chance-Constrained Programs with Left-Hand Side Uncertainty Under Wasserstein Ambiguity.
INFORMS J. Optim.
Nam Ho-Nguyen, Fatma Kilinç-Karzan, Simge Küçükyavuz, Dabeen Lee
2022 J jnl
Cyclic coordinate descent in the Hölder smooth setting.
Oper. Res. Lett.
David Huckleberry Gutman, Nam Ho-Nguyen
2022 J jnl
Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity.
Math. Program.
Nam Ho-Nguyen, Fatma Kilinç-Karzan, Simge Küçükyavuz, Dabeen Lee
2022 J jnl
Non-smooth and Hölder-smooth Submodular Maximization.
CoRR
Duksang Lee, Nam Ho-Nguyen, Dabeen Lee
2022 J jnl
Risk Guarantees for End-to-End Prediction and Optimization Processes.
Manag. Sci.
Nam Ho-Nguyen, Fatma Kilinç-Karzan
2021 J jnl
Technical Note - Dynamic Data-Driven Estimation of Nonparametric Choice Models.
Oper. Res.
Nam Ho-Nguyen, Fatma Kilinç-Karzan
2020 J jnl
Adversarial Classification via Distributional Robustness with Wasserstein Ambiguity.
CoRR
Nam Ho-Nguyen, Stephen J. Wright
2019 J jnl
Exploiting problem structure in optimization under uncertainty via online convex optimization.
Math. Program.
Nam Ho-Nguyen, Fatma Kilinç-Karzan
2018 J jnl
Online First-Order Framework for Robust Convex Optimization.
Oper. Res.
Nam Ho-Nguyen, Fatma Kilinç-Karzan
2018 J jnl
Primal-Dual Algorithms for Convex Optimization via Regret Minimization.
IEEE Control. Syst. Lett.
Nam Ho-Nguyen, Fatma Kilinç-Karzan
2017 J jnl
A Second-Order Cone Based Approach for Solving the Trust-Region Subproblem and Its Variants.
SIAM J. Optim.
Nam Ho-Nguyen, Fatma Kilinç-Karzan