@article{classificationheadbiasinclasslevelmachin, title = {Classification-Head Bias in Class-Level Machine Unlearning: Diagnosis, Mitigation, and Evaluation}, author = {Weidong Zheng and Kongyang Chen and Yuanwei Guo and Yatie Xiao}, year = {2026}, eprint = {2605.08730}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.08730}, }