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most citedSimple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints

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math.ST2024

The Sample Complexity of Simple Binary Hypothesis Testing

Ankit Pensia, Varun Jog, Po-Ling Loh

The sample complexity of simple binary hypothesis testing is the smallest number of i.i.d.\ samples required to distinguish between two distributions and in either: (i) the…

math.ST2023★ 1 cited

Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints

Ankit Pensia, Amir R. Asadi, Varun Jog +1

We study simple binary hypothesis testing under both local differential privacy (LDP) and communication constraints. We qualify our results as either minimax optimal or instance op…