@article{optimalheterogeneouscollaborativelinear, title = {Optimal Multitask Linear Regression and Contextual Bandits under Sparse Heterogeneity}, author = {Xinmeng Huang and Kan Xu and Donghwan Lee and Hamed Hassani and Hamsa Bastani and Edgar Dobriban}, year = {2023}, eprint = {2306.06291}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2306.06291v3}, }