A survey of Chernoff and Hoeffding bounds

June 18, 2025 · The Ethereal · 🏛 arXiv.org

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Authors Alexandros V. Gerbessiotis arXiv ID 2506.15612 Category cs.DM: Discrete Mathematics Cross-listed cs.DS Citations 0 Venue arXiv.org Last Checked 5 months ago
Abstract
This is a survey paper that discusses the original bounds of the seminal papers by Chernoff and Hoeffding. Moreover, it includes a variety of derivative bounds in a variety of forms. Complete proofs are provided as needed. The intent is to provide a repository of reference bounds for the interested researcher.
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