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(Photo by SL, on the way to Albuquerque for SIAM IS16, May 2016)
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Preprints

Journal papers

Conference papers–Machine Learning

  • Q. Li*, Z Zhu*, and G. Tang, ‘‘Alternating Minimizations Converge to Second-Order Optimal Solutions,’’ to appear in International Conference on Machine Learning (ICML), Long Beach, CA, USA, June 2019.

  • T. Ding*, Z Zhu*, T. Ding, Y. Yang, D. Robinson, M. Tsakiris, and R. Vidal, ‘‘Noisy Dual Principal Component Pursuit,’’ to appear in International Conference on Machine Learning (ICML), Long Beach, CA, USA, June 2019.

  • Z. Zhu, Y. Wang, D. P. Robinson, D. Naiman, R. Vidal, and M. C. Tsakiris, ‘‘Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms,’’ Neural Information Processing Systems (NeurIPS), Montreal, Quebec, Canada, December 2018. (author's copy)

  • Z. Zhu*, X. Li*, K. Liu, and Q. Li, ‘‘Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization,’’ Neural Information Processing Systems (NeurIPS), Montreal, Quebec, Canada, December 2018. (author's copy)

Conference papers–Signal Processing

Ph.D. thesis

Technical reports