External Links
Recent Publications
Chen, X., & Yang, Y. (2021). Cutoff for Exact Recovery of Gaussian Mixture Models. IEEE Transactions on Information Theory, 67(6), 4223-4238. [9366690]. https://doi.org/10.1109/TIT.2021.3063155
Chen, X., & Yang, Y. (2021). Diffusion K-means clustering on manifolds: Provable exact recovery via semidefinite relaxations. Applied and Computational Harmonic Analysis, 52, 303-347. https://doi.org/10.1016/j.acha.2020.03.002
Chen, X., Lee, J. D., Li, H., & Yang, Y. (Accepted/In press). Distributed Estimation for Principal Component Analysis: An Enlarged Eigenspace Analysis. Journal of the American Statistical Association. https://doi.org/10.1080/01621459.2021.1886937
Chen, X., & Yang, Y. (2021). Hanson–Wright inequality in Hilbert spaces with application to K-means clustering for non-Euclidean data. Bernoulli, 27(1), 586-614. https://doi.org/10.3150/20-BEJ1251
Liu, M., Shang, Z., Yang, Y., & Cheng, G. (Accepted/In press). Nonparametric Testing under Randomized Sketching. IEEE transactions on pattern analysis and machine intelligence. https://doi.org/10.1109/TPAMI.2021.3063223
