# Conformal e-prediction in the presence of confounding

arXiv: https://arxiv.org/abs/2603.11134 · HTML: https://mlsanity.com/paper/2603.11134/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 3 of its 5 references that are in the map.
- First posted on arXiv 11 Mar 2026.

## Builds on (most cited first, 3 of 3)

- [Hypothesis testing with e-values](https://mlsanity.com/paper/2410.23614/) (2024)
- [Conformal e-prediction](https://mlsanity.com/paper/2001.05989/) (2020)
- [Universality of conformal prediction under the assumption of randomness](https://mlsanity.com/paper/2502.19254/) (2025)

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

- [Counterfactual Online Conformal Prediction Under Adaptive Logging](https://mlsanity.com/paper/2609.30811/) (2026)

## Abstract (arXiv)

This note extends conformal e-prediction to cover the case where there is observed confounding between the random object X and its label Y. We consider both the case where the observed data is IID and a case where some dependence between observations is permitted.