Beyond Prediction: Conformal Inference for Latent Distributional Parameters

Minxing Zheng, Wenbin Zhou, Shixiang Zhu

Many prediction problems seek to infer an unobserved, instance-specific parameter that governs the distribution of an observable response, even though the latent parameter is unava…