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cs.IT2026
A Quantum Method of Types
Arick Grootveld
The method of types is a fundamental tool in classical information theory, with applications ranging from composite hypothesis testing and universal source coding to the capacity o…
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…
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…