@article{conservativeclassifiersdoconsistentlywel, title = {Conservative classifiers do consistently well with improving agents: characterizing statistical and online learning}, author = {Dravyansh Sharma and Alec Sun}, year = {2025}, eprint = {2506.05252}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.05252v1}, }