Information-based branching schemes for binary linear mixed integer problems. - Fatma Kilinç-Karzan; George L. Nemhauser; Martin W. P. Savelsbergh (Math. Program. Comput., 2009)

Approximating the stability region for binary mixed-integer programs. - Fatma Kilinç-Karzan; Alejandro Toriello; Shabbir Ahmed 001; George L. Nemhauser; Martin W. P. Savelsbergh (Oper. Res. Lett., 2009)

On the accuracy of l1-filtering of signals with block-sparse structure. - Anatoli Iouditski; Fatma Kilinç-Karzan; Arkadi Nemirovski; Boris T. Polyak (NIPS, 2011)

Verifiable conditions of ℓ1-recovery for sparse signals with sign restrictions. - Anatoli B. Juditsky; Fatma Kilinç-Karzan; Arkadi Nemirovski (Math. Program., 2011)

On Low Rank Matrix Approximations with Applications to Synthesis Problem in Compressed Sensing. - Anatoli B. Juditsky; Fatma Kilinç-Karzan; Arkadi Nemirovski (SIAM J. Matrix Anal. Appl., 2011)

Tractable relaxations and efficient algorithmic techniques for large-scale optimization. - Fatma Kilinç-Karzan (2011)

On unified view of nullspace-type conditions for recoveries associated with general sparsity structures - Anatoli B. Juditsky; Fatma Kilinç-Karzan; Arkadi Nemirovski (CoRR, 2012)

Randomized first order algorithms with applications to ℓ 1-minimization. - Anatoli B. Juditsky; Fatma Kilinç-Karzan; Arkadi Nemirovski (Math. Program., 2013)

Saddle Points and Accelerated Perceptron Algorithms. - Adams Wei Yu; Fatma Kilinç-Karzan; Jaime G. Carbonell (ICML, 2014)

Two-Term Disjunctions on the Second-Order Cone. - Fatma Kilinç-Karzan; Sercan Yildiz (IPCO, 2014)

Business Analytics Assists Transitioning Traditional Medicine to Telemedicine at Virtual Radiologic. - Ersin Körpeoglu; Zachary Kurtz; Fatma Kilinç-Karzan; Sunder Kekre; Pat A. Basu (Interfaces, 2014)

Faster First-Order Methods for Extensive-Form Game Solving. - Christian Kroer; Kevin Waugh; Fatma Kilinç-Karzan; Tuomas Sandholm (EC, 2015)

On Minimal Valid Inequalities for Mixed Integer Conic Programs. - Fatma Kilinç-Karzan (Math. Oper. Res., 2016)

On sublinear inequalities for mixed integer conic programs. - Fatma Kilinç-Karzan; Daniel E. Steffy (Math. Program., 2016)

Theoretical and Practical Advances on Smoothing for Extensive-Form Games. - Christian Kroer; Kevin Waugh; Fatma Kilinç-Karzan; Tuomas Sandholm (EC, 2017)

How to convexify the intersection of a second order cone and a nonconvex quadratic. - Samuel Burer; Fatma Kilinç-Karzan (Math. Program., 2017)

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)

On intersection of two mixing sets with applications to joint chance-constrained programs. - Xiao Liu; Fatma Kilinç-Karzan; Simge Küçükyavuz (Math. Program., 2019)

On Convex Hulls of Epigraphs of QCQPs. - Alex L. Wang; Fatma Kilinç-Karzan (IPCO, 2020)

Online Convex Optimization Perspective for Learning from Dynamically Revealed Preferences. - Violet Xinying Chen; Fatma Kilinç-Karzan (CoRR, 2020)

Faster algorithms for extensive-form game solving via improved smoothing functions. - Christian Kroer; Kevin Waugh; Fatma Kilinç-Karzan; Tuomas Sandholm (Math. Program., 2020)

Rebounding Bandits for Modeling Satiation Effects. - Liu Leqi; Fatma Kilinç-Karzan; Zachary C. Lipton; Alan L. Montgomery (NeurIPS, 2021)

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

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)

Joint chance-constrained programs and the intersection of mixing sets through a submodularity lens. - Fatma Kilinç-Karzan; Simge Küçükyavuz; Dabeen Lee (Math. Program., 2022)

The generalized trust region subproblem: solution complexity and convex hull results. - Alex L. Wang; Fatma Kilinç-Karzan (Math. Program., 2022)

On the tightness of SDP relaxations of QCQPs. - Alex L. Wang; Fatma Kilinç-Karzan (Math. Program., 2022)

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

A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits. - Liu Leqi; Giulio Zhou; Fatma Kilinç-Karzan; Zachary C. Lipton; Alan L. Montgomery (CHI, 2023)

Necessary and Sufficient Conditions for Rank-One-Generated Cones. - C. J. Argue; Fatma Kilinç-Karzan; Alex L. Wang (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)

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

Implicit Regularity and Linear Convergence Rates for the Generalized Trust-Region Subproblem. - Alex L. Wang; Yunlei Lu; Fatma Kilinç-Karzan (SIAM J. Optim., 2023)

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

On semidefinite descriptions for convex hulls of quadratic programs. - Alex L. Wang; Fatma Kilinç-Karzan (Oper. Res. Lett., 2024)

Constrained optimization of rank-one functions with indicator variables. - Soroosh Shafiee; Fatma Kilinç-Karzan (Math. Program., 2024)

Technical Note - Conic Mixed-Binary Sets: Convex Hull Characterizations and Applications. - Fatma Kilinç-Karzan; Simge Küçükyavuz; Dabeen Lee; Soroosh Shafieezadeh-Abadeh (Oper. Res., 2025)

Accelerated first-order methods for a class of semidefinite programs. - Alex L. Wang; Fatma Kilinç-Karzan (Math. Program., 2025)

Efficient Online Large-Margin Classification via Dual Certificates. - Nam Ho-Nguyen; Fatma Kilinç-Karzan; Ellie Nguyen; Lingqing Shen (CoRR, 2025)