I am a professor of AI & Optimization Techniques for Business & Society in University of Amsterdam (UvA), where I am a faculty member at the Business Analytics section of the Amsterdam Business School (ABS).
In the past, I had served for three years as a professor of Data Science and Optimization at the Department of Econometrics of Erasmus University (EUR), and before EUR, I had been a professor of optimization at the Industrial Engineering Department of Sabancı University for more than a decade.
My research interests center around optimization methods in data science and decision making. Lately, I am interested in interpretable machine learning and data privacy in operations research.
- We have submitted our papers to NeurIPS 2021. Fingers crossed.
- I have given a lecture on interpretability in machine learning during Machine Learning Summer School, 2021. Here are the slides and the recording. All in Turkish.
- Our work on discovering classification rules for interpretable learning is available on arXiv and on GitHub.