ARAMIS's Reading Group

We meet on Tuesday 15:00-16:30pm.

• Feel free to add papers to the paper stack with a PR.

Next meeting

August 26: 15:00-16:30pm.

1. Distribution-Free Predictive Inference For Regression Section 5.2 Locally-Weighted Conformal Inference only
   Lei, et al, 2017
   [paper]

2. Conformal Prediction as Bayesian Quadrature
   Snell, et al, 2025
   [paper]

Past meeting

July 31

A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification [Chapter 4, 5, 6]
Angelopoulos et al, arXiv v6, 2022
[paper]

July 15

A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification [Chapter 1, 2, 3]
Angelopoulos et al, arXiv v6, 2022
[paper]

Paper stack

E-Values Expand the Scope of Conformal Prediction
Gauthier et al, arXiv, 2025
[paper]

Conformal prediction beyond exchangeability
Barber et al, Project Euclid, 2023
[paper]

Conformal Prediction for Zero-Shot Models
Silva-Rodríguez et al, CVPR, 2024
[paper]

Conformal Prediction Under Covariate Shift
Tibshirani, NeurIPS, 2019
[paper]