@article{unifiedprecisionguaranteedstoppingrulesf, title = {Unified Precision-Guaranteed Stopping Rules for Contextual Learning}, author = {Mingrui Ding and Qiuhong Zhao and Siyang Gao and Jing Dong}, year = {2026}, eprint = {2604.07913}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.07913}, }