Search Results for author: Theshani Nuradha

Found 3 papers, 0 papers with code

Sample complexity of quantum hypothesis testing

no code implementations26 Mar 2024 Hao-Chung Cheng, Nilanjana Datta, Nana Liu, Theshani Nuradha, Robert Salzmann, Mark M. Wilde

By making use of the wealth of knowledge that already exists in the literature on quantum hypothesis testing, we characterize the sample complexity of binary quantum hypothesis testing in the symmetric and asymmetric settings, and we provide bounds on the sample complexity of multiple quantum hypothesis testing.

LEMMA

Quantum Pufferfish Privacy: A Flexible Privacy Framework for Quantum Systems

no code implementations22 Jun 2023 Theshani Nuradha, Ziv Goldfeld, Mark M. Wilde

We propose a versatile privacy framework for quantum systems, termed quantum pufferfish privacy (QPP).

Fairness

k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension

no code implementations17 Jun 2022 Ziv Goldfeld, Kristjan Greenewald, Theshani Nuradha, Galen Reeves

However, a quantitative characterization of how SMI itself and estimation rates thereof depend on the ambient dimension, which is crucial to the understanding of scalability, remain obscure.

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