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Prof. dr. S.I. (Ilker) Birbil

Hoogleraar AI & Optimization Techniques for Business & Society
Faculteit Economie en Bedrijfskunde
Sectie Business Analytics

  • Plantage Muidergracht 12
  • Postbus 15953
    1001 NL Amsterdam
  • Publicaties


    • Kuru, N., Birbil, S. I., Gurbuzbalaban, M., & Yildirim, S. (Accepted/In press). Differentially Private Accelerated Optimization Algorithms. SIAM Journal on Optimization.


    • 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.


    • 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.


    • 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. (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, ...).
    • Birbil, S. I. (organiser), Postek, K. (organiser) & den Hertog, D. (organiser) (29-9-2021). Machine Learning for Optimization (organising a conference, workshop, ...). https://optimal.uva.nl/content/events/events/2021/09/machine-learning-for-optimization-workshop.html
    • Birbil, S. I. (organiser) (20-9-2021). Mathematics for Machine Learning, Izmir (organising a conference, workshop, ...). https://nesinkoyleri.org/events/2021-yapay-ogrenme-icin-matematik/


    • Fajemisin, A. O., Maragno, D., den Hertog, D., Birbil, S. I., Wiberg, H., & Bertsimas, D. (2021). Mixed-Integer Optimization with Constraint Learning. (Operations Research).
    This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list.
  • Nevenwerkzaamheden
    • D4C - Data Science Consultants
      Academic adviser for technical details of ongoing projects.
    • D4C - Data Science Consultants