S. Ilker Birbil

According to our database, S. Ilker Birbil authored at least 54 papers between 2003 and 2024.

Collaborative distances:

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

2024

From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto.

Segev Wasserkrug, Léonard Boussioux, Dick den Hertog, Farzaneh Mirzazadeh, S. Ilker Birbil, Jannis Kurtz, Donato Maragno

CoRR, 2024

2023

Masking primal and dual models for data privacy in network revenue management.

Utku Karaca, S. Ilker Birbil, Nursen Aydin, Gizem Mullaoglu

Eur. J. Oper. Res., July, 2023

Fixing confirmation bias in feature attribution methods via semantic match.

Giovanni Cinà, Daniel Fernandez-Llaneza, Nishant Mishra, Tabea E. Röber, Sandro Pezzelle, Iacer Calixto, Rob Goedhart, S. Ilker Birbil

CoRR, 2023

Finding Regions of Counterfactual Explanations via Robust Optimization.

Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog

CoRR, 2023

Differentially Private Distributed Bayesian Linear Regression with MCMC.

Baris Alparslan, Sinan Yildirim, S. Ilker Birbil

Proceedings of the International Conference on Machine Learning, 2023

Semantic match: Debugging feature attribution methods in XAI for healthcare.

Giovanni Cinà, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil

Proceedings of the Conference on Health, Inference, and Learning, 2023

2022

Co-designing algorithms for governance: Ensuring responsible and accountable algorithmic management of refugee camp supplies.

Rianne Dekker, Paul Koot, S. Ilker Birbil, Mark van Embden Andres

Big Data Soc., January, 2022

Differentially Private Accelerated Optimization Algorithms.

Nurdan Kuru, S. Ilker Birbil, Mert Gürbüzbalaban, Sinan Yildirim

SIAM J. Optim., 2022

Machine Learning for K-adaptability in Two-stage Robust Optimization.

Esther Julien, Krzysztof Postek, S. Ilker Birbil

CoRR, 2022

Counterfactual Explanations Using Optimization With Constraint Learning.

Donato Maragno, Tabea E. Röber, S. Ilker Birbil

CoRR, 2022

Why we do need Explainable AI for Healthcare.

Giovanni Cinà, Tabea Röber, Rob Goedhart, S. Ilker Birbil

CoRR, 2022

2021

Learning with Subset Stacking.

S. Ilker Birbil, Sinan Yildirim, Kaya Gokalp, M. Hakan Akyüz

CoRR, 2021

Bolstering Stochastic Gradient Descent with Model Building.

S. Ilker Birbil, Ozgur Martin, Gönenç Onay, Figen Öztoprak

CoRR, 2021

Mixed-Integer Optimization with Constraint Learning.

Donato Maragno, Holly M. Wiberg, Dimitris Bertsimas, S. Ilker Birbil, Dick den Hertog, Adejuyigbe O. Fajemisin

CoRR, 2021

Differential Privacy in Multi-Party Resource Sharing.

Utku Karaca, S. Ilker Birbil, Nursen Aydin, Gizem Mullaoglu

CoRR, 2021

Discovering Classification Rules for Interpretable Learning with Linear Programming.

M. Hakan Akyüz, S. Ilker Birbil

CoRR, 2021

2020

Low-dimensional Interpretable Kernels with Conic Discriminant Functions for Classification.

Gürhan Ceylan, S. Ilker Birbil

CoRR, 2020

Rule Covering for Interpretation and Boosting.

S. Ilker Birbil, Mert Edali, Birol Yüceoglu

CoRR, 2020

Multi-objective temporal bin packing problem: An application in cloud computing.

Nursen Aydin, Ibrahim Muter, S. Ilker Birbil

Comput. Oper. Res., 2020

2019

A framework for parallel second order incremental optimization algorithms for solving partially separable problems.

Kamer Kaya, Figen Öztoprak, S. Ilker Birbil, A. Taylan Cemgil, Umut Simsekli, Nurdan Kuru, Hazal Koptagel, M. Kaan Öztürk

Comput. Optim. Appl., 2019

2018

Benders decomposition and column-and-row generation for solving large-scale linear programs with column-dependent-rows.

Ibrahim Muter, S. Ilker Birbil, Kerem Bülbül

Eur. J. Oper. Res., 2018

Decomposition methods for dynamic room allocation in hotel revenue management.

Nursen Aydin, S. Ilker Birbil

Eur. J. Oper. Res., 2018

Reassessment and Monitoring of Loan Applications with Machine Learning.

Zeynep Boz, Dilek Günneç, S. Ilker Birbil, M. Kaan Öztürk

Appl. Artif. Intell., 2018

2017

Delayed Purchase Options in Single-Leg Revenue Management.

Nursen Aydin, S. Ilker Birbil, Huseyin Topaloglu

Transp. Sci., 2017

Parallelized Preconditioned Model Building Algorithm for Matrix Factorization.

Kamer Kaya, S. Ilker Birbil, M. Kaan Öztürk, Amir Gohari

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

2016

Approximating the minimum hub cover problem on planar graphs.

Belma Yelbay, S. Ilker Birbil, Kerem Bülbül, Hasan M. Jamil

Optim. Lett., 2016

2015

HAMSI: Distributed Incremental Optimization Algorithm Using Quadratic Approximations for Partially Separable Problems.

Umut Simsekli, Hazal Koptagel, Figen Öztoprak, S. Ilker Birbil, Ali Taylan Cemgil

CoRR, 2015

2014

A Network Airline Revenue Management Framework Based on Decomposition by Origins and Destinations.

S. Ilker Birbil, J. B. G. Frenk, Joaquim A. S. Gromicho, Shuzhong Zhang

Transp. Sci., 2014

2013

Single-Leg Airline Revenue Management with Overbooking.

Nursen Aydin, S. Ilker Birbil, J. B. G. Frenk, Nilay Noyan

Transp. Sci., 2013

Simultaneous column-and-row generation for large-scale linear programs with column-dependent-rows.

Ibrahim Muter, S. Ilker Birbil, Kerem Bülbül

Math. Program., 2013

Multiagent cooperation for solving global optimization problems: an extendible framework with example cooperation strategies.

Fatma Basak Aydemir, Akin Günay, Figen Öztoprak, S. Ilker Birbil, Pinar Yolum

J. Glob. Optim., 2013

Trade-offs Computing Minimum Hub Cover toward Optimized Graph Query Processing.

Belma Yelbay, S. Ilker Birbil, Kerem Bülbül, Hasan M. Jamil

CoRR, 2013

Solving a robust airline crew pairing problem with column generation.

Ibrahim Muter, S. Ilker Birbil, Kerem Bülbül, Güvenç Sahin, Hüsnü Yenigün, Duygu Tas, Dilek Tüzün

Comput. Oper. Res., 2013

A mixed integer linear programming formulation for the sparse recovery problem in compressed sensing.

Nazim Burak Karahanoglu, Hakan Erdogan, S. Ilker Birbil

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Tractable Open Loop Policies for Joint Overbooking and Capacity Control Over a Single Flight Leg with Multiple Fare Classes.

Huseyin Topaloglu, S. Ilker Birbil, J. B. G. Frenk, Nilay Noyan

Transp. Sci., 2012

A note on "A LP-based heuristic for a time-constrained routing problem".

Ibrahim Muter, S. Ilker Birbil, Kerem Bülbül, Güvenç Sahin

Eur. J. Oper. Res., 2012

2011

A symmetric rank-one quasi-Newton line-search method using negative curvature directions.

Figen Öztoprak, S. Ilker Birbil

Optim. Methods Softw., 2011

2010

Combination of Metaheuristic and Exact Algorithms for Solving Set Covering-Type Optimization Problems.

Ibrahim Muter, S. Ilker Birbil, Güvenç Sahin

INFORMS J. Comput., 2010

2009

The Role of Robust Optimization in Single-Leg Airline Revenue Management.

S. Ilker Birbil, J. B. G. Frenk, Joaquim A. S. Gromicho, Shuzhong Zhang

Manag. Sci., 2009

Robust crew pairing for managing extra flights.

Hatice Tekiner, S. Ilker Birbil, Kerem Bülbül

Comput. Oper. Res., 2009

Solving Global Optimization Problems Using MANGO.

Akin Günay, Figen Öztoprak, S. Ilker Birbil, Pinar Yolum

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009

2008

Solving the sum-of-ratios problem by a stochastic search algorithm.

Wei-Ying Wu, Ruey-Lin Sheu, S. Ilker Birbil

J. Glob. Optim., 2008

2007

An elementary proof of the Fritz-John and Karush-Kuhn-Tucker conditions in nonlinear programming.

S. Ilker Birbil, J. B. G. Frenk, Georg J. Still

Eur. J. Oper. Res., 2007

A deterministic inventory/production model with general inventory cost rate function and piecewise linear concave production costs.

Z. Pelin Bayindir, S. Ilker Birbil, J. B. G. Frenk

Eur. J. Oper. Res., 2007

Solving variational inequalities defined on a domain with infinitely many linear constraints.

Shu-Cherng Fang, Soon-Yi Wu, S. Ilker Birbil

Comput. Optim. Appl., 2007

2006

Solving Stochastic Mathematical Programs with Complementarity Constraints Using Simulation.

S. Ilker Birbil, Gül Gürkan, Ovidiu Listes

Math. Oper. Res., 2006

Equilibrium constrained optimization problems.

S. Ilker Birbil, Gemayqzel Bouza, J. B. G. Frenk, Georg J. Still

Eur. J. Oper. Res., 2006

The joint replenishment problem with variable production costs.

Z. Pelin Bayindir, S. Ilker Birbil, J. B. G. Frenk

Eur. J. Oper. Res., 2006

2005

Recursive approximation of the high dimensional max function.

S. Ilker Birbil, Shu-Cherng Fang, J. B. G. Frenk, Shuzhong Zhang

Oper. Res. Lett., 2005

On the Finite Termination of an Entropy Function Based Non-Interior Continuation Method for Vertical Linear Complementarity Problems.

Shu-Cherng Fang, Jiye Han, Zheng-Hai Huang, S. Ilker Birbil

J. Glob. Optim., 2005

2004

On the Convergence of a Population-Based Global Optimization Algorithm.

S. Ilker Birbil, Shu-Cherng Fang, Ruey-Lin Sheu

J. Glob. Optim., 2004

An entropic regularization approach for mathematical programs with equilibrium constraints.

S. Ilker Birbil, Shu-Cherng Fang, Jiye Han

Comput. Oper. Res., 2004

2003

An Electromagnetism-like Mechanism for Global Optimization.

S. Ilker Birbil, Shu-Cherng Fang

J. Glob. Optim., 2003

A Global Optimization Method for Solving Fuzzy Relation Equations.

S. Ilker Birbil, Orhan Feyzioglu

Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003