Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning

Sangwoo Park, Osvaldo Simeone

In this work, we aim at augmenting the decisions output by quantum models with "error bars" that provide finite-sample coverage guarantees. Quantum models implement implicit probab…