Simge Küçükyavuz

According to our database, Simge Küçükyavuz authored at least 48 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On the convex hull of convex quadratic optimization problems with indicators.

Linchuan Wei, Alper Atamtürk, Andrés Gómez, Simge Küçükyavuz

Math. Program., March, 2024

An Asymptotically Optimal Coordinate Descent Algorithm for Learning Bayesian Networks from Gaussian Models.

Tong Xu, Armeen Taeb, Simge Küçükyavuz, Ali Shojaie

CoRR, 2024

2023

A graph-based decomposition method for convex quadratic optimization with indicators.

Peijing Liu, Salar Fattahi, Andrés Gómez, Simge Küçükyavuz

Math. Program., July, 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., April, 2023

Strong valid inequalities for a class of concave submodular minimization problems under cardinality constraints.

Qimeng Yu, Simge Küçükyavuz

Math. Program., 2023

Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks.

Simge Küçükyavuz, Ali Shojaie, Hasan Manzour, Linchuan Wei, Hao-Hsiang Wu

J. Mach. Learn. Res., 2023

2022

Ideal formulations for constrained convex optimization problems with indicator variables.

Linchuan Wei, Andrés Gómez, Simge Küçükyavuz

Math. Program., 2022

Two-stage stochastic programming under multivariate risk constraints with an application to humanitarian relief network design.

Nilay Noyan, Merve Merakli, Simge Küçükyavuz

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

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

Chance-constrained optimization under limited distributional information: A review of reformulations based on sampling and distributional robustness.

Simge Küçükyavuz, Ruiwei Jiang

EURO J. Comput. Optim., 2022

2021

Integer Programming for Learning Directed Acyclic Graphs from Continuous Data.

Hasan Manzour, Simge Küçükyavuz, Hao-Hsiang Wu, Ali Shojaie

INFORMS J. Optim., January, 2021

A polyhedral approach to bisubmodular function minimization.

Qimeng Yu, Simge Küçükyavuz

Oper. Res. Lett., 2021

An exact cutting plane method for k-submodular function maximization.

Qimeng Yu, Simge Küçükyavuz

Discret. Optim., 2021

2020

An exact method for constrained maximization of the conditional value-at-risk of a class of stochastic submodular functions.

Hao-Hsiang Wu, Simge Küçükyavuz

Oper. Res. Lett., 2020

Risk aversion to parameter uncertainty in Markov decision processes with an application to slow-onset disaster relief.

Merve Merakli, Simge Küçükyavuz

IISE Trans., 2020

Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks.

Simge Küçükyavuz, Ali Shojaie, Hasan Manzour, Linchuan Wei

CoRR, 2020

On the Convexification of Constrained Quadratic Optimization Problems with Indicator Variables.

Linchuan Wei, Andrés Gómez, Simge Küçükyavuz

Proceedings of the Integer Programming and Combinatorial Optimization, 2020

2019

Probabilistic Partial Set Covering with an Oracle for Chance Constraints.

Hao-Hsiang Wu, Simge Küçükyavuz

SIAM J. Optim., 2019

On intersection of two mixing sets with applications to joint chance-constrained programs.

Xiao Liu, Fatma Kilinç-Karzan, Simge Küçükyavuz

Math. Program., 2019

Integer Programming for Learning Directed Acyclic Graphs from Continuous Data.

Hasan Manzour, Simge Küçükyavuz, Ali Shojaie

CoRR, 2019

2018

Vector-valued multivariate conditional value-at-risk.

Merve Merakli, Simge Küçükyavuz

Oper. Res. Lett., 2018

A two-stage stochastic programming approach for influence maximization in social networks.

Hao-Hsiang Wu, Simge Küçükyavuz

Comput. Optim. Appl., 2018

A polyhedral study of the static probabilistic lot-sizing problem.

Xiao Liu, Simge Küçükyavuz

Ann. Oper. Res., 2018

2017

Path Cover and Path Pack Inequalities for the Capacitated Fixed-Charge Network Flow Problem.

Alper Atamtürk, Simge Küçükyavuz, Birce Tezel

SIAM J. Optim., 2017

Robust multicriteria risk-averse stochastic programming models.

Xiao Liu, Simge Küçükyavuz, Nilay Noyan

Ann. Oper. Res., 2017

2016

On a cardinality-constrained transportation problem with market choice.

Matthias Walter, Pelin Damci-Kurt, Santanu S. Dey, Simge Küçükyavuz

Oper. Res. Lett., 2016

Three-partition flow cover inequalities for constant capacity fixed-charge network flow problems.

Alper Atamtürk, Andrés Gómez, Simge Küçükyavuz

Networks, 2016

Decomposition algorithms for two-stage chance-constrained programs.

Xiao Liu, Simge Küçükyavuz, James R. Luedtke

Math. Program., 2016

Cut generation for optimization problems with multivariate risk constraints.

Simge Küçükyavuz, Nilay Noyan

Math. Program., 2016

A polyhedral study of production ramping.

Pelin Damci-Kurt, Simge Küçükyavuz, Deepak Rajan, Alper Atamtürk

Math. Program., 2016

2015

On the transportation problem with market choice.

Pelin Damci-Kurt, Santanu S. Dey, Simge Küçükyavuz

Discret. Appl. Math., 2015

Maximizing Influence in Social Networks: A Two-Stage Stochastic Programming Approach That Exploits Submodularity.

Hao-Hsiang Wu, Simge Küçükyavuz

CoRR, 2015

2014

Finitely Convergent Decomposition Algorithms for Two-Stage Stochastic Pure Integer Programs.

Minjiao Zhang, Simge Küçükyavuz

SIAM J. Optim., 2014

Decomposition algorithms with parametric Gomory cuts for two-stage stochastic integer programs.

Dinakar Gade, Simge Küçükyavuz, Suvrajeet Sen

Math. Program., 2014

A Branch-and-Cut Method for Dynamic Decision Making Under Joint Chance Constraints.

Minjiao Zhang, Simge Küçükyavuz, Saumya Goel

Manag. Sci., 2014

Chance-Constrained Binary Packing Problems.

Yongjia Song, James R. Luedtke, Simge Küçükyavuz

INFORMS J. Comput., 2014

On a Cardinality-Constrained Transportation Problem With Market Choice.

Pelin Damci-Kurt, Santanu S. Dey, Simge Küçükyavuz

CoRR, 2014

2012

A computational study of the cutting plane tree algorithm for general mixed-integer linear programs.

Binyuan Chen, Simge Küçükyavuz, Suvrajeet Sen

Oper. Res. Lett., 2012

On mixing sets arising in chance-constrained programming.

Simge Küçükyavuz

Math. Program., 2012

A Polyhedral Study of Multiechelon Lot Sizing with Intermediate Demands.

Minjiao Zhang, Simge Küçükyavuz, Hande Yaman

Oper. Res., 2012

2011

Finite Disjunctive Programming Characterizations for General Mixed-Integer Linear Programs.

Binyuan Chen, Simge Küçükyavuz, Suvrajeet Sen

Oper. Res., 2011

A Note on "Lot-sizing with fixed charges on stocks: The convex hull".

Dinakar Gade, Simge Küçükyavuz

Discret. Optim., 2011

2009

Uncapacitated lot sizing with backlogging: the convex hull.

Simge Küçükyavuz, Yves Pochet

Math. Program., 2009

2008

On stochastic lot-sizing problems with random lead times.

Kai Huang, Simge Küçükyavuz

Oper. Res. Lett., 2008

An O(n²) algorithm for lot sizing with inventory bounds and fixed costs.

Alper Atamtürk, Simge Küçükyavuz

Oper. Res. Lett., 2008

Branch-and-price-and-cut algorithms for solving the reliable <i>h</i> -paths problem.

April K. Andreas, J. Cole Smith, Simge Küçükyavuz

J. Glob. Optim., 2008

2005

Lot Sizing with Inventory Bounds and Fixed Costs: Polyhedral Study and Computation.

Alper Atamtürk, Simge Küçükyavuz

Oper. Res., 2005