Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty Quantification

Yifei Liu, Rex Shen, Xiaotong Shen

This paper introduces a novel Perturbation-Assisted Inference (PAI) framework utilizing synthetic data generated by the Perturbation-Assisted Sample Synthesis (PASS) method. The fr…