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cobypenso / Noise-Robust-Conformal-Prediction

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Noise-Robust-Conformal-Prediction

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

Framework

schema

Algorithm Box

NR-CP 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.