Simge Küçükyavuz
North Western University
H-index: 23
Asia-Bangladesh
Top articles of Simge Küçükyavuz
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Integer Programming for Learning Directed Acyclic Graphs from Non-identifiable Gaussian Models | INFORMS journal on optimization | Hasan Manzour Simge Küçükyavuz Hao-Hsiang Wu Ali Shojaie | 2021/1 |
A Parametric Approach for Solving Convex Quadratic Optimization with Indicators Over Trees | arXiv preprint arXiv:2404.08178 | Aaresh Bhathena Salar Fattahi Andrés Gómez Simge Küçükyavuz | 2024/4/12 |
On constrained mixed-integer DR-submodular minimization | Mathematics of Operations Research | Qimeng Yu Simge Küçükyavuz | 2024/4/8 |
On the convex hull of convex quadratic optimization problems with indicators | Mathematical Programming | Linchuan Wei Alper Atamtürk Andrés Gómez Simge Küçükyavuz | 2024 |
Mixed-Integer Programming for a Class of Robust Submodular Maximization Problems | arXiv preprint arXiv:2306.05615 | Hsin-Yi Huang Hao-Hsiang Wu Simge Kucukyavuz | 2023/6/9 |
An Outer Approximation Method for Solving Mixed-Integer Convex Quadratic Programs with Indicators | arXiv preprint arXiv:2312.04812 | Linchuan Wei Simge Küçükyavuz | 2023/12/8 |
Strong formulations for distributionally robust chance-constrained programs with left-hand side uncertainty under Wasserstein ambiguity | INFORMS Journal on Optimization | Nam Ho-Nguyen Fatma Kilinç-Karzan Simge Küçükyavuz Dabeen Lee | 2023/4 |
Mixed-integer programming approaches to generalized submodular optimization and its applications | Simge Küçükyavuz Qimeng Yu | 2023/10 | |
Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks | Journal of Machine Learning Research | Simge Küçükyavuz Ali Shojaie Hasan Manzour Linchuan Wei Hao-Hsiang Wu | 2023 |
Strong valid inequalities for a class of concave submodular minimization problems under cardinality constraints | Mathematical Programming | Qimeng Yu Simge Küçükyavuz | 2023/9 |
Conic mixed-binary sets: Convex hull characterizations and applications | Operations Research | Fatma Kılınç-Karzan Simge Küçükyavuz Dabeen Lee Soroosh Shafieezadeh-Abadeh | 2023/7/19 |
A graph-based decomposition method for convex quadratic optimization with indicators | Mathematical Programming | Peijing Liu Salar Fattahi Andrés Gómez Simge Küçükyavuz | 2023/7 |
Ideal formulations for constrained convex optimization problems with indicator variables | Mathematical Programming | Linchuan Wei Andrés Gómez Simge Küçükyavuz | 2022/3 |
Dynamic allocation of reusable resources: Logarithmic regret in overloaded networks | preprint available online | Xinchang Xie Itai Gurvich Simge Küçükyavuz | 2022 |
Chance-Constrained Optimization under Limited Distributional Information: A Review of Reformulations Based on Sampling and Distributional Robustness | EURO Journal on Computational Optimization | Simge Küçükyavuz Ruiwei Jiang | 2022 |
Joint chance-constrained programs and the intersection of mixing sets through a submodularity lens | Mathematical Programming | Fatma Kılınç-Karzan Simge Küçükyavuz Dabeen Lee | 2022 |
Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity | Mathematical Programming | Nam Ho-Nguyen Fatma Kılınç-Karzan Simge Küçükyavuz Dabeen Lee | 2022/11/1 |
Two-stage stochastic programming under multivariate risk constraints with an application to humanitarian relief network design | Mathematical Programming | Nilay Noyan Merve Meraklı Simge Küçükyavuz | 2022/1/1 |
Optimal test methods for determining material parameters | 20th International Conference on Soil Mechanics and Geotechnical Engineering | JP Hambleton A Nally Simge Küçükyavuz | 2022/5 |
An exact cutting plane method for k-submodular function maximization | Discrete Optimization | Qimeng Yu Simge Küçükyavuz | 2021/11/1 |
Co-Authors
