Model-based and graph-based priors for group testing

I Lau, J Scarlett, Y Sun - IEEE Transactions on Signal …, 2022 - ieeexplore.ieee.org
The goal of the group testing problem is to identify a set of defective items within a larger set
of items, using suitably-designed tests whose outcomes indicate whether any defective item …

Optimal Dorfman Group Testing for Symmetric Distributions

NC Landolfi, S Lall - SIAM Journal on Mathematics of Data Science, 2024 - SIAM
We study Dorfman's classical group testing protocol in a novel setting where individual
specimen statuses are modeled as exchangeable random variables. We are motivated by …

Group Testing with General Correlation Using Hypergraphs

H Nikpey, S Sarkar, SS Bidokhti - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Group testing, a problem with applications in various fields, traditionally assumes
independent node states. Recent research, however, focuses on real-world scenarios that …