Simge Küçükyavuz

58 papers B 1Journal 57
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integer L-shaped and Lagrangian cuts revisited: A unified perspective.
Oper. Res. Lett.
Akul Bansal, Simge Küçükyavuz
2026 J jnl
Normalization of ReLU Dual for Cut Generation in Stochastic Mixed-Integer Programs.
CoRR
Akul Bansal, Simge Küçükyavuz
2025 J jnl
An Asymptotically Optimal Coordinate Descent Algorithm for Learning Bayesian Networks from Gaussian Models.
J. Mach. Learn. Res.
Tong Xu, Simge Küçükyavuz, Ali Shojaie, Armeen Taeb
2025 J jnl
Dynamic Allocation of Reusable Resources: Logarithmic Regret in Overloaded Networks.
Oper. Res.
Xinchang Xie, Itai Gurvich, Simge Küçükyavuz
2025 J jnl
On Constrained Mixed-Integer DR-Submodular Minimization.
Math. Oper. Res.
Qimeng Yu, Simge Küçükyavuz
2025 J jnl
Technical Note - Conic Mixed-Binary Sets: Convex Hull Characterizations and Applications.
Oper. Res.
Fatma Kilinç-Karzan, Simge Küçükyavuz, Dabeen Lee, Soroosh Shafieezadeh-Abadeh
2024 J jnl
An Asymptotically Optimal Coordinate Descent Algorithm for Learning Bayesian Networks from Gaussian Models.
CoRR
Tong Xu, Armeen Taeb, Simge Küçükyavuz, Ali Shojaie
2024 J jnl
On the convex hull of convex quadratic optimization problems with indicators.
Math. Program.
Linchuan Wei, Alper Atamtürk, Andrés Gómez, Simge Küçükyavuz
2023 J jnl
A graph-based decomposition method for convex quadratic optimization with indicators.
Math. Program.
Peijing Liu, Salar Fattahi, Andrés Gómez, Simge Küçükyavuz
2023 J jnl
Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks.
J. Mach. Learn. Res.
Simge Küçükyavuz, Ali Shojaie, Hasan Manzour, Linchuan Wei, Hao-Hsiang Wu
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
2023 J jnl
Strong valid inequalities for a class of concave submodular minimization problems under cardinality constraints.
Math. Program.
Qimeng Yu, Simge Küçükyavuz
2022 J jnl
Chance-constrained optimization under limited distributional information: A review of reformulations based on sampling and distributional robustness.
EURO J. Comput. Optim.
Simge Küçükyavuz, Ruiwei Jiang
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
Ideal formulations for constrained convex optimization problems with indicator variables.
Math. Program.
Linchuan Wei, Andrés Gómez, Simge Küçükyavuz
2022 J jnl
Joint chance-constrained programs and the intersection of mixing sets through a submodularity lens.
Math. Program.
Fatma Kilinç-Karzan, Simge Küçükyavuz, Dabeen Lee
2022 J jnl
On the convex hull of convex quadratic optimization problems with indicators.
CoRR
Linchuan Wei, Alper Atamtürk, Andrés Gómez, Simge Küçükyavuz
2022 J jnl
Two-stage stochastic programming under multivariate risk constraints with an application to humanitarian relief network design.
Math. Program.
Nilay Noyan, Merve Merakli, Simge Küçükyavuz
2021 J jnl
A polyhedral approach to bisubmodular function minimization.
Oper. Res. Lett.
Qimeng Yu, Simge Küçükyavuz
2021 J jnl
An exact cutting plane method for k-submodular function maximization.
Discret. Optim.
Qimeng Yu, Simge Küçükyavuz
2021 J jnl
Integer Programming for Learning Directed Acyclic Graphs from Continuous Data.
INFORMS J. Optim.
Hasan Manzour, Simge Küçükyavuz, Hao-Hsiang Wu, Ali Shojaie
2020 J jnl
A Polyhedral Approach to Bisubmodular Function Minimization.
CoRR
Qimeng Yu, Simge Küçükyavuz
2020 J jnl
An exact method for constrained maximization of the conditional value-at-risk of a class of stochastic submodular functions.
Oper. Res. Lett.
Hao-Hsiang Wu, Simge Küçükyavuz
2020 J jnl
Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks.
CoRR
Simge Küçükyavuz, Ali Shojaie, Hasan Manzour, Linchuan Wei
2020 J jnl
Ideal formulations for constrained convex optimization problems with indicator variables.
CoRR
Linchuan Wei, Andrés Gómez, Simge Küçükyavuz
2020 B conf
On the Convexification of Constrained Quadratic Optimization Problems with Indicator Variables.
IPCO
Linchuan Wei, Andrés Gómez, Simge Küçükyavuz
2020 J jnl
Risk aversion to parameter uncertainty in Markov decision processes with an application to slow-onset disaster relief.
IISE Trans.
Merve Merakli, Simge Küçükyavuz
2019 J jnl
Integer Programming for Learning Directed Acyclic Graphs from Continuous Data.
CoRR
Hasan Manzour, Simge Küçükyavuz, Ali Shojaie
2019 J jnl
On intersection of two mixing sets with applications to joint chance-constrained programs.
Math. Program.
Xiao Liu, Fatma Kilinç-Karzan, Simge Küçükyavuz
2019 J jnl
Probabilistic Partial Set Covering with an Oracle for Chance Constraints.
SIAM J. Optim.
Hao-Hsiang Wu, Simge Küçükyavuz
2018 J jnl
A polyhedral study of the static probabilistic lot-sizing problem.
Ann. Oper. Res.
Xiao Liu, Simge Küçükyavuz
2018 J jnl
A two-stage stochastic programming approach for influence maximization in social networks.
Comput. Optim. Appl.
Hao-Hsiang Wu, Simge Küçükyavuz
2018 J jnl
Vector-valued multivariate conditional value-at-risk.
Oper. Res. Lett.
Merve Merakli, Simge Küçükyavuz
2017 J jnl
Path Cover and Path Pack Inequalities for the Capacitated Fixed-Charge Network Flow Problem.
CoRR
Alper Atamtürk, Birce Tezel, Simge Küçükyavuz
2017 J jnl
Path Cover and Path Pack Inequalities for the Capacitated Fixed-Charge Network Flow Problem.
SIAM J. Optim.
Alper Atamtürk, Simge Küçükyavuz, Birce Tezel
2017 J jnl
Robust multicriteria risk-averse stochastic programming models.
Ann. Oper. Res.
Xiao Liu, Simge Küçükyavuz, Nilay Noyan
2016 J jnl
A polyhedral study of production ramping.
Math. Program.
Pelin Damci-Kurt, Simge Küçükyavuz, Deepak Rajan, Alper Atamtürk
2016 J jnl
Cut generation for optimization problems with multivariate risk constraints.
Math. Program.
Simge Küçükyavuz, Nilay Noyan
2016 J jnl
Decomposition algorithms for two-stage chance-constrained programs.
Math. Program.
Xiao Liu, Simge Küçükyavuz, James R. Luedtke
2016 J jnl
On a cardinality-constrained transportation problem with market choice.
Oper. Res. Lett.
Matthias Walter, Pelin Damci-Kurt, Santanu S. Dey, Simge Küçükyavuz
2016 J jnl
Three-partition flow cover inequalities for constant capacity fixed-charge network flow problems.
Networks
Alper Atamtürk, Andrés Gómez, Simge Küçükyavuz
2015 J jnl
Maximizing Influence in Social Networks: A Two-Stage Stochastic Programming Approach That Exploits Submodularity.
CoRR
Hao-Hsiang Wu, Simge Küçükyavuz
2015 J jnl
On the transportation problem with market choice.
Discret. Appl. Math.
Pelin Damci-Kurt, Santanu S. Dey, Simge Küçükyavuz
2014 J jnl
A Branch-and-Cut Method for Dynamic Decision Making Under Joint Chance Constraints.
Manag. Sci.
Minjiao Zhang, Simge Küçükyavuz, Saumya Goel
2014 J jnl
Chance-Constrained Binary Packing Problems.
INFORMS J. Comput.
Yongjia Song, James R. Luedtke, Simge Küçükyavuz
2014 J jnl
Decomposition algorithms with parametric Gomory cuts for two-stage stochastic integer programs.
Math. Program.
Dinakar Gade, Simge Küçükyavuz, Suvrajeet Sen
2014 J jnl
Finitely Convergent Decomposition Algorithms for Two-Stage Stochastic Pure Integer Programs.
SIAM J. Optim.
Minjiao Zhang, Simge Küçükyavuz
2014 J jnl
On a Cardinality-Constrained Transportation Problem With Market Choice.
CoRR
Pelin Damci-Kurt, Santanu S. Dey, Simge Küçükyavuz
2012 J jnl
A Polyhedral Study of Multiechelon Lot Sizing with Intermediate Demands.
Oper. Res.
Minjiao Zhang, Simge Küçükyavuz, Hande Yaman
2012 J jnl
A computational study of the cutting plane tree algorithm for general mixed-integer linear programs.
Oper. Res. Lett.
Binyuan Chen, Simge Küçükyavuz, Suvrajeet Sen
2012 J jnl
On mixing sets arising in chance-constrained programming.
Math. Program.
Simge Küçükyavuz
2011 J jnl
A Note on "Lot-sizing with fixed charges on stocks: The convex hull".
Discret. Optim.
Dinakar Gade, Simge Küçükyavuz
2011 J jnl
Finite Disjunctive Programming Characterizations for General Mixed-Integer Linear Programs.
Oper. Res.
Binyuan Chen, Simge Küçükyavuz, Suvrajeet Sen
2009 J jnl
Uncapacitated lot sizing with backlogging: the convex hull.
Math. Program.
Simge Küçükyavuz, Yves Pochet
2008 J jnl
An O(n
Oper. Res. Lett.
Alper Atamtürk, Simge Küçükyavuz
2008 J jnl
Branch-and-price-and-cut algorithms for solving the reliable
J. Glob. Optim.
April K. Andreas, J. Cole Smith, Simge Küçükyavuz
2008 J jnl
On stochastic lot-sizing problems with random lead times.
Oper. Res. Lett.
Kai Huang, Simge Küçükyavuz
2005 J jnl
Lot Sizing with Inventory Bounds and Fixed Costs: Polyhedral Study and Computation.
Oper. Res.
Alper Atamtürk, Simge Küçükyavuz