3 papers
cs.IT2026
Asymptotically Optimal Tests for One- and Two-Sample Problems
Arick Grootveld, Biao Chen, Venkata Gandikota
In this work, we revisit the one- and two-sample testing problems: binary hypothesis testing in which one or both distributions are unknown. For the one-sample test, we provide a m…
quant-ph2026
Asymptotically Optimal Quantum Universal Quickest Change Detection
Arick Grootveld, Haodong Yang, Nandan Sriranga +3
This paper investigates the quickest change detection of quantum states in a universal setting: specifically, where the post-change quantum state is not known a priori. We establis…
cs.IT2026
Towards Quantum Universal Hypothesis Testing
Arick Grootveld, Haodong Yang, Biao Chen +2
Hoeffding's formulation and solution to the universal hypothesis testing (UHT) problem had a profound impact on many subsequent works dealing with asymmetric hypotheses. In this wo…