@article{geometrymeetsincentivessampleefficient, title = {Geometry Meets Incentives: Sample-Efficient Incentivized Exploration with Linear Contexts}, author = {Benjamin Schiffer and Mark Sellke}, year = {2025}, eprint = {2506.01685}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.01685v1}, }