CP${}^2$: Leveraging Geometry for Conformal Prediction via Canonicalization

Putri A. van der Linden, Alexander Timans, Erik J. Bekkers

We study the problem of conformal prediction (CP) under geometric data shifts, where data samples are susceptible to transformations such as rotations or flips. While CP endows pre…