102 citations · 102 across the 1 of their papers we have counts for
2 papers
cs.IT2026★ 102 cited
Group Testing: An Information Theory Perspective
Matthew Aldridge, Oliver Johnson, Jonathan Scarlett
The group testing problem concerns discovering a small number of defective items within a large population by performing tests on pools of items. A test is positive if the pool con…
stat.ML2025
Tight Regret Bounds for Bayesian Optimization in One Dimension
Jonathan Scarlett
We consider the problem of Bayesian optimization (BO) in one dimension, under a Gaussian process prior and Gaussian sampling noise. We provide a theoretical analysis showing that,…