Conformal Prediction for Privacy-Preserving Machine Learning

Alexander David Balinsky, Dominik Krzeminski, Alexander Balinsky

We investigate the integration of Conformal Prediction (CP) with supervised learning on deterministically encrypted data, aiming to bridge the gap between rigorous uncertainty quan…