@article{efficientcontextualbanditswithknapsacks, title = {Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression}, author = {Aleksandrs Slivkins and Xingyu Zhou and Karthik Abinav Sankararaman and Dylan J. Foster}, year = {2022}, eprint = {2211.07484}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2211.07484v8}, }