Noise-Robust-Conformal-Prediction

Code release for "A Conformal Prediction Score which is Robust to Label Noise"

Framework

Algorithm Box

Repository Structure

1. HPS.py, APS.py, RAPS.py - original methods for conformal prediction
2. NoiseRobustHPS.py, NoiseRobustAPS.py, NoiseRobustRAPS.py - Noise Robust Conformal Prediction Framework applied to known scores.