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Jun, 2023
基于高斯过程贝叶斯推断的不确定性优化资源分配
Uncertainty Informed Optimal Resource Allocation with Gaussian Process based Bayesian Inference
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Samarth Gupta, Saurabh Amin
TL;DR
本研究旨在探讨如何在疫情传播模型中通过估计不确定的参数并优化稀缺的医疗资源分配来管理流行病传播。
Abstract
We focus on the problem of uncertainty informed allocation of
medical resources
(vaccines) to heterogeneous populations for managing
epidemic spread
. We tackle two related questions: (1) For a compartmental
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