@article{informationtheoreticrequirementsforgradi, title = {Information-Theoretic Requirements for Gradient-Based Task Affinity Estimation in Multi-Task Learning}, author = {Jasper Zhang and Bryan Cheng}, year = {2026}, eprint = {2604.07848}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.07848}, }