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Kuru, N., Birbil, S. I., Gurbuzbalaban, M., & Yildirim, S. (Accepted/In press). Differentially Private Accelerated Optimization Algorithms. SIAM Journal on Optimization.
2021
Birbil, S. I., Yildirim, S., Gökalp, K., & Akyuz, H. (2021). Learning with Subset Stacking. Manuscript submitted for publication.
Karaca, U., Birbil, S. I., Aydin, N., & Mullaoglu, G. (2021). Differential Privacy in Multi-Party Resource Sharing. Manuscript submitted for publication.
Karaca, U., Birbil, S. I., Aydin, N., & Mullaoglu, G. (2021). Masking Primal and Dual Models for Data Privacy in Network Revenue Management. Manuscript submitted for publication.
2020
Dekker, R., Koot, P., Birbil, S. I., & van Embden Andres, M. (2020). Co-designing Algorithms for Governance: Ensuring Responsible and Accountable Algorithmic Management of Refugee Camp Supplies. Manuscript submitted for publication.
2021
Birbil, S. I. (Author), & Martin, O. (Author). (2021). Stochastic Model Building: SMB. Software, GitHub.
Birbil, S. I. (Author). (2021). Learning with Subset Stacking: LESS. Software, GitHub.
Birbil, S. I. (speaker) (24-6-2021). Yapay Öğrenmede Yorumlanabilirlik, Sabanci University - Academy of Science: Machine Learning Summer School 2021. https://www.youtube.com/watch?v=83HHZ5INDx0
Birbil, S. I. (speaker) (11-1-2021). Rule Generation for Learning and Interpretation, Machine Learning NeEDS Mathematical Optimization. https://www.youtube.com/watch?v=ekcQEYd9C88
Others
Birbil, S. I. (examiner) (6-4-2022). Numerical Optimal Control of Open Channel Networks (examination).
Fajemisin, A. (participant), Maragno, D. (participant), den Hertog, D. (participant) & Birbil, S. I. (participant) (22-2-2022 - 1-3-2022). 36th AAAI conference on Artificial Intelligence, Vancouver. Delivering two papers at the AI for Decision Optimization (AI4DO) workshop (participating in a conference, workshop, ...).
Fajemisin, A. O., Maragno, D., den Hertog, D., Birbil, S. I., Wiberg, H., & Bertsimas, D. (2021). Mixed-Integer Optimization with Constraint Learning. (Operations Research).
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