Conformal Prediction for Generative Models via Adaptive Cluster-Based Density Estimation

Qidong Yang, Qianyu Julie Zhu, Jonathan Giezendanner +3

Conditional generative models map input variables to complex, high-dimensional distributions, enabling realistic sample generation in a diverse set of domains. A critical challenge…