S. Ilker Birbil

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 30

Top Topics

Decomposition Method

Differential Privacy

Optimization Algorithm

Discriminant Functions

Top Venues

Eur. J. Oper. Res.

Publications

S. Ilker Birbil, Doganay Özese, Mustafa Gökçe Baydogan
Output-Constrained Decision Trees. CoRR (2024)
Segev Wasserkrug, Léonard Boussioux, Dick den Hertog, Farzaneh Mirzazadeh, S. Ilker Birbil, Jannis Kurtz, Donato Maragno
From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto. CoRR (2024)
Jannis Kurtz, S. Ilker Birbil, Dick den Hertog
Counterfactual Explanations for Linear Optimization. CoRR (2024)
Paulina von Stackelberg, Rob Goedhart, S. Ilker Birbil, Ronald J. M. M. Does
Comparison of threshold tuning methods for predictive monitoring. Qual. Reliab. Eng. Int. 40 (1) (2024)
Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog
Finding Regions of Counterfactual Explanations via Robust Optimization. CoRR (2023)
Baris Alparslan, Sinan Yildirim, S. Ilker Birbil
Differentially Private Distributed Bayesian Linear Regression with MCMC. ICML (2023)
Giovanni Cinà, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil
Semantic match: Debugging feature attribution methods in XAI for healthcare. CHIL (2023)
Giovanni Cinà, Daniel Fernandez-Llaneza, Nishant Mishra, Tabea E. Röber, Sandro Pezzelle, Iacer Calixto, Rob Goedhart, S. Ilker Birbil
Fixing confirmation bias in feature attribution methods via semantic match. CoRR (2023)
Utku Karaca, S. Ilker Birbil, Nursen Aydin, Gizem Mullaoglu
Masking primal and dual models for data privacy in network revenue management. Eur. J. Oper. Res. 308 (2) (2023)
Baris Alparslan, Sinan Yildirim, S. Ilker Birbil
Differentially Private Distributed Bayesian Linear Regression with MCMC. CoRR (2023)
Giovanni Cinà, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil
Semantic match: Debugging feature attribution methods in XAI for healthcare. CoRR (2023)
Rianne Dekker, Paul Koot, S. Ilker Birbil, Mark van Embden Andres
Co-designing algorithms for governance: Ensuring responsible and accountable algorithmic management of refugee camp supplies. Big Data Soc. 9 (1) (2022)
Nurdan Kuru, S. Ilker Birbil, Mert Gürbüzbalaban, Sinan Yildirim
Differentially Private Accelerated Optimization Algorithms. SIAM J. Optim. 32 (2) (2022)
Esther Julien, Krzysztof Postek, S. Ilker Birbil
Machine Learning for K-adaptability in Two-stage Robust Optimization. CoRR (2022)
S. Ilker Birbil, Ozgur Martin, Gönenç Onay, Figen Öztoprak
Bolstering Stochastic Gradient Descent with Model Building. CoRR (2021)
M. Hakan Akyüz, S. Ilker Birbil
Discovering Classification Rules for Interpretable Learning with Linear Programming. CoRR (2021)
Utku Karaca, S. Ilker Birbil, Nursen Aydin, Gizem Mullaoglu
Differential Privacy in Multi-Party Resource Sharing. CoRR (2021)
Donato Maragno, Holly M. Wiberg, Dimitris Bertsimas, S. Ilker Birbil, Dick den Hertog, Adejuyigbe O. Fajemisin
Mixed-Integer Optimization with Constraint Learning. CoRR (2021)
S. Ilker Birbil, Sinan Yildirim, Kaya Gokalp, M. Hakan Akyüz
Learning with Subset Stacking. CoRR (2021)
Nurdan Kuru, S. Ilker Birbil, Mert Gürbüzbalaban, Sinan Yildirim
Differentially Private Accelerated Optimization Algorithms. CoRR (2020)
S. Ilker Birbil, Mert Edali, Birol Yüceoglu
Rule Covering for Interpretation and Boosting. CoRR (2020)
Nursen Aydin, Ibrahim Muter, S. Ilker Birbil
Multi-objective temporal bin packing problem: An application in cloud computing. Comput. Oper. Res. 121 (2020)
Gürhan Ceylan, S. Ilker Birbil
Low-dimensional Interpretable Kernels with Conic Discriminant Functions for Classification. CoRR (2020)
Kamer Kaya, Figen Öztoprak, S. Ilker Birbil, A. Taylan Cemgil, Umut Simsekli, Nurdan Kuru, Hazal Koptagel, M. Kaan Öztürk
A framework for parallel second order incremental optimization algorithms for solving partially separable problems. Comput. Optim. Appl. 72 (3) (2019)
Ibrahim Muter, S. Ilker Birbil, Kerem Bülbül
Benders decomposition and column-and-row generation for solving large-scale linear programs with column-dependent-rows. Eur. J. Oper. Res. 264 (1) (2018)
Nursen Aydin, S. Ilker Birbil
Decomposition methods for dynamic room allocation in hotel revenue management. Eur. J. Oper. Res. 271 (1) (2018)
Zeynep Boz, Dilek Günneç, S. Ilker Birbil, M. Kaan Öztürk
Reassessment and Monitoring of Loan Applications with Machine Learning. Appl. Artif. Intell. 32 (9-10) (2018)
Nursen Aydin, S. Ilker Birbil, Huseyin Topaloglu
Delayed Purchase Options in Single-Leg Revenue Management. Transp. Sci. 51 (4) (2017)
Kamer Kaya, S. Ilker Birbil, M. Kaan Öztürk, Amir Gohari
Parallelized Preconditioned Model Building Algorithm for Matrix Factorization. MOD (2017)
Belma Yelbay, S. Ilker Birbil, Kerem Bülbül, Hasan M. Jamil
Approximating the minimum hub cover problem on planar graphs. Optim. Lett. 10 (1) (2016)
Umut Simsekli, Hazal Koptagel, Figen Öztoprak, S. Ilker Birbil, Ali Taylan Cemgil
HAMSI: Distributed Incremental Optimization Algorithm Using Quadratic Approximations for Partially Separable Problems. CoRR (2015)
S. Ilker Birbil, J. B. G. Frenk, Joaquim A. S. Gromicho, Shuzhong Zhang
A Network Airline Revenue Management Framework Based on Decomposition by Origins and Destinations. Transp. Sci. 48 (3) (2014)
Belma Yelbay, S. Ilker Birbil, Kerem Bülbül, Hasan M. Jamil
Trade-offs Computing Minimum Hub Cover toward Optimized Graph Query Processing. CoRR (2013)
Nursen Aydin, S. Ilker Birbil, J. B. G. Frenk, Nilay Noyan
Single-Leg Airline Revenue Management with Overbooking. Transp. Sci. 47 (4) (2013)
Fatma Basak Aydemir, Akin Günay, Figen Öztoprak, S. Ilker Birbil, Pinar Yolum
Multiagent cooperation for solving global optimization problems: an extendible framework with example cooperation strategies. J. Glob. Optim. 57 (2) (2013)
Ibrahim Muter, S. Ilker Birbil, Kerem Bülbül
Simultaneous column-and-row generation for large-scale linear programs with column-dependent-rows. Math. Program. 142 (1-2) (2013)
Ibrahim Muter, S. Ilker Birbil, Kerem Bülbül, Güvenç Sahin, Hüsnü Yenigün, Duygu Tas, Dilek Tüzün
Solving a robust airline crew pairing problem with column generation. Comput. Oper. Res. 40 (3) (2013)
Nazim Burak Karahanoglu, Hakan Erdogan, S. Ilker Birbil
A mixed integer linear programming formulation for the sparse recovery problem in compressed sensing. ICASSP (2013)
Huseyin Topaloglu, S. Ilker Birbil, J. B. G. Frenk, Nilay Noyan
Tractable Open Loop Policies for Joint Overbooking and Capacity Control Over a Single Flight Leg with Multiple Fare Classes. Transp. Sci. 46 (4) (2012)
Ibrahim Muter, S. Ilker Birbil, Kerem Bülbül, Güvenç Sahin
A note on "A LP-based heuristic for a time-constrained routing problem". Eur. J. Oper. Res. 221 (2) (2012)
Figen Öztoprak, S. Ilker Birbil
A symmetric rank-one quasi-Newton line-search method using negative curvature directions. Optim. Methods Softw. 26 (3) (2011)
Ibrahim Muter, S. Ilker Birbil, Güvenç Sahin
Combination of Metaheuristic and Exact Algorithms for Solving Set Covering-Type Optimization Problems. INFORMS J. Comput. 22 (4) (2010)
S. Ilker Birbil, J. B. G. Frenk, Joaquim A. S. Gromicho, Shuzhong Zhang
The Role of Robust Optimization in Single-Leg Airline Revenue Management. Manag. Sci. 55 (1) (2009)
Akin Günay, Figen Öztoprak, S. Ilker Birbil, Pinar Yolum
Solving Global Optimization Problems Using MANGO. KES-AMSTA (2009)
Hatice Tekiner, S. Ilker Birbil, Kerem Bülbül
Robust crew pairing for managing extra flights. Comput. Oper. Res. 36 (6) (2009)
Wei-Ying Wu, Ruey-Lin Sheu, S. Ilker Birbil
Solving the sum-of-ratios problem by a stochastic search algorithm. J. Glob. Optim. 42 (1) (2008)
S. Ilker Birbil, J. B. G. Frenk, Georg J. Still
An elementary proof of the Fritz-John and Karush-Kuhn-Tucker conditions in nonlinear programming. Eur. J. Oper. Res. 180 (1) (2007)
Shu-Cherng Fang, Soon-Yi Wu, S. Ilker Birbil
Solving variational inequalities defined on a domain with infinitely many linear constraints. Comput. Optim. Appl. 37 (1) (2007)
Z. Pelin Bayindir, S. Ilker Birbil, J. B. G. Frenk
A deterministic inventory/production model with general inventory cost rate function and piecewise linear concave production costs. Eur. J. Oper. Res. 179 (1) (2007)
Z. Pelin Bayindir, S. Ilker Birbil, J. B. G. Frenk
The joint replenishment problem with variable production costs. Eur. J. Oper. Res. 175 (1) (2006)
S. Ilker Birbil, Gül Gürkan, Ovidiu Listes
Solving Stochastic Mathematical Programs with Complementarity Constraints Using Simulation. Math. Oper. Res. 31 (4) (2006)
S. Ilker Birbil, Gemayqzel Bouza, J. B. G. Frenk, Georg J. Still
Equilibrium constrained optimization problems. Eur. J. Oper. Res. 169 (3) (2006)
S. Ilker Birbil, Shu-Cherng Fang, J. B. G. Frenk, Shuzhong Zhang
Recursive approximation of the high dimensional max function. Oper. Res. Lett. 33 (5) (2005)
Shu-Cherng Fang, Jiye Han, Zheng-Hai Huang, S. Ilker Birbil
On the Finite Termination of an Entropy Function Based Non-Interior Continuation Method for Vertical Linear Complementarity Problems. J. Glob. Optim. 33 (3) (2005)
S. Ilker Birbil, Gül Gürkan, Ovidiu Listes
Solving Stochastic Mathematical Programs with Complementarity Constraints Using Simulation. WSC (2004)
S. Ilker Birbil, Shu-Cherng Fang, Ruey-Lin Sheu
On the Convergence of a Population-Based Global Optimization Algorithm. J. Glob. Optim. 30 (2-3) (2004)
S. Ilker Birbil, Shu-Cherng Fang, Jiye Han
An entropic regularization approach for mathematical programs with equilibrium constraints. Comput. Oper. Res. 31 (13) (2004)
S. Ilker Birbil, Orhan Feyzioglu
A Global Optimization Method for Solving Fuzzy Relation Equations. IFSA (2003)
S. Ilker Birbil, Shu-Cherng Fang
An Electromagnetism-like Mechanism for Global Optimization. J. Glob. Optim. 25 (3) (2003)