# A survey of Chernoff and Hoeffding bounds

arXiv: https://arxiv.org/abs/2506.15612 · HTML: https://mlsanity.com/paper/2506.15612/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 18 Jun 2025.

## Built on by (most cited first, 1 of 1)

- [Optimizing Digital Therapeutic Interventions: Online Learning under Endogenous Adherence](https://mlsanity.com/paper/2605.24261/) (2026)

## Abstract (arXiv)

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.