Distributional Sensitivity Analysis: Enabling Differentiability in Sample-Based Inference

Pi-Yueh Chuang, Ahmed Attia, Emil Constantinescu

This work introduces a mathematical framework for estimating the space-parameter sensitivity of random samples in arbitrary dimensions. Such sensitivity effectively acts as gradien…