@article{generalizedlinearbanditsalmostoptimalreg, title = {Generalized Linear Bandits: Almost Optimal Regret with One-Pass Update}, author = {Yu-Jie Zhang and Sheng-An Xu and Peng Zhao and Masashi Sugiyama}, year = {2025}, eprint = {2507.11847}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.11847}, }