arXiv Open Access 2020

A short note on learning discrete distributions

Clément L. Canonne
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Abstrak

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 $\varepsilon$, with error probability $δ$.

Topik & Kata Kunci

Penulis (1)

C

Clément L. Canonne

Format Sitasi

Canonne, C.L. (2020). A short note on learning discrete distributions. https://arxiv.org/abs/2002.11457

Akses Cepat

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Informasi Jurnal
Tahun Terbit
2020
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓