1 citations · 1 across the 4 of their papers we have counts for
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Generating Input Distributions for Explaining Portfolio Optimization Pipelines
Batuhan Ataş, Nurşen Aydın, E. Mehmet Kıral +1
We propose a predict-optimize-explain framework that uses gradient-based sample generation to interpret various portfolio models by identifying macroeconomic conditions that induce…
Explainable Optimization: A Call for Interdisciplinary Action
Nurşen Aydın, Ş. İlker Birbil, İlker Küçükparlak +1
Operations research and management science models support decisions that affect patients, workers, citizens, and public institutions. Decision-makers, such as clinicians approving…
An Alternative Globalization Strategy for Unconstrained Optimization
Figen Öztoprak, Ş. İlker Birbil
We propose a new globalization strategy that can be used in unconstrained optimization algorithms to support rapid convergence from remote starting points. Our approach is based on…