@article{breakingthesqrttbarrierinstance, title = {Breaking the $\sqrt{T}$ Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits}, author = {Avishek Ghosh and Abishek Sankararaman}, year = {2022}, eprint = {2205.09899}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2205.09899v1}, }