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Yuchen Zhou

Assistant Professor

Additional Campus Affiliations

Assistant Professor, Statistics

Recent Publications

Cai, T. T., Zhang, A. R., & Zhou, Y. (2022). Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference. IEEE Transactions on Information Theory, 68(9), 5975-6002. https://doi.org/10.1109/TIT.2022.3175455

Shi, P., Zhou, Y., & Zhang, A. R. (2022). High-dimensional log-error-in-variable regression with applications to microbial compositional data analysis. Biometrika, 109(2), 405-420. https://doi.org/10.1093/biomet/asab020

Xia, D., ZHANG, ANRU. R., & Zhou, Y. (2022). Inference for low-rank tensors—no need to debias. Annals of Statistics, 50(2), 1220-1245. https://doi.org/10.1214/21-AOS2146

Zhou, Y., Zhang, A. R., Zheng, L., & Wang, Y. (2022). Optimal High-Order Tensor SVD via Tensor-Train Orthogonal Iteration. IEEE Transactions on Information Theory, 68(6), 3991-4019. https://doi.org/10.1109/TIT.2022.3152733

Zhang, A. R., & Zhou, Y. (2020). On the non-asymptotic and sharp lower tail bounds of random variables. Stat, 9(1), Article e314. https://doi.org/10.1002/sta4.314

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