Jiachen Cong

Accelerating Conformal Prediction via Approximate Leave-One-Out

Jiachen Cong, Jingbo Liu

While conformal prediction provides a general framework for uncertainty quantification in predictive inference, its application is often limited by computational cost. Recent methods, including Jackknife+ and Jackknife-minmax, achieve faster computation by trading a slight loss o…Read more