# Sequential inductive prediction intervals

arXiv: https://arxiv.org/abs/2312.04950 · HTML: https://mlsanity.com/paper/2312.04950/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 2 of its 7 references that are in the map.
- First posted on arXiv 8 Dec 2023.

## Builds on (most cited first, 2 of 2)

- [Learning by Transduction](https://mlsanity.com/paper/1301.7375/) (2013)
- [Sequential estimation of quantiles with applications to A/B-testing and best-arm identification](https://mlsanity.com/paper/1906.09712/) (2019)

## Abstract (arXiv)

In this paper we explore the concept of sequential inductive prediction intervals using theory from sequential testing. We furthermore introduce a 3-parameter PAC definition of prediction intervals that allows us via simulation to achieve almost sharp bounds with high probability.