@article{minimaxandadaptivecovariancematrixestima, title = {Minimax and Adaptive Covariance Matrix Estimation under Differential Privacy}, author = {T. Tony Cai and Yicheng Li}, year = {2026}, eprint = {2603.19703}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.19703}, }