A short note on learning discrete distributions

02/25/2020

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by   Clément L. Canonne, et al.

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The goal of this short note is to provide simple proofs for the "folklore facts" on the sample complexity of learning a discrete probability distribution over a known domain of size k to various distances ε, with error probability δ.