hoda bidkhori — accepted AI-conference papers

2024

Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions

Patrick Kuiper, Ali Hasan, Wenhao Yang, Yuting Ng, Hoda Bidkhori, Jose Blanchet +1

UAI 2024poster

The goal of this paper is to develop distributionally robust optimization (DRO) estimators, specifically for multidimensional Extreme Value Theory (EVT) statistics. EVT supports using semi-parametric models called max-stable distributions built from spatial Poisson point processes. While powerful, t…

Cited by 2 Source ↗PDF ↗Scholar ↗

2020

Kidney Exchange with Inhomogeneous Edge Existence Uncertainty

hoda bidkhori, John Dickerson, Duncan McElfresh, Ke Ren

UAI 2020poster

Patients with end-stage renal failure often find kidney donors who are willing to donate a life-saving kidney, but who are medically incompatible with the patients. Kidney exchanges are organized barter markets that allow such incompatible patient-donor pairs to enter as a single agent—where the pa…

Cited by 8 Source ↗PDF ↗Scholar ↗