Jackknife Conformal Prediction

1 paper across 1 session

Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Towards Reliable and Holistic Visual In-Context Learning Prompt Selection

#4716 · Wenxiao Wu, Jing-Hao Xue, Chengming Xu, Chen Liu, Xinwei Sun, Changxin Gao, Nong Sang, Yanwei Fu

Our proposed RH-Partial2Global adopts a jackknife conformal prediction-guided selection strategy to construct reliable alternative sets and a covering design-based sampling strategy to ensure holistic coverage of local pairwise preferences.