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math.OC2022★ 1 cited
An Empirical Review of Model-based Adaptive Sampling for Global Optimization of Expensive Black-box Functions
Nazanin Nezami, Hadis Anahideh
This paper reviews the state-of-the-art model-based adaptive sampling approaches for single-objective black-box optimization (BBO). While BBO literature includes various promising…
math.OC2020★ 24 cited
Fair and Diverse Allocation of Scarce Resources
Hadis Anahideh, Lulu Kang, Nazanin Nezami
We aim to design a fairness-aware allocation approach to maximize the geographical diversity and avoid unfairness in the sense of demographic disparity. During the development of t…