Selected Publications

Y. Lou and M. Yan, Fast l1-l2 Minimization via a Proximal Operator, Journal of Scientific Computing, in press. (SN SharedIt Link) (pdf)
M. Yan and W. Yin, Self Equivalence of the Alternating Direction Method of Multipliers, in R. Glowinski, S. Osher and W. Yin (Eds.), Splitting Methods in Communication and Imaging, Science and Engineering (2017), New York, Springer, 165-194. (pdf)
I. Baytas, M. Yan, A. Jain and J. Zhou, Asynchronous Multi-Task Learning, In: Proceedings of IEEE International Conference on Data Mining (ICDM 2016), 11-20.
L. Chen, M. Yan, C. Qian, N. Xi, Z. Zhou, Y. Yang, B. Song and L. Dong, Nonconvex Compressive Video Sensing, Journal of Electronic Imaging, 25 (2016), 063003.
H. Zhang, M. Yan and W. Yin, One Condition for Solution Uniqueness and Robustness of Both l1-Synthesis and l1-Analysis Minimizations, Advances in Computational Mathematics, 42 (2016), 1381–1399. (SN SharedIt Link) (pdf).
Z. Peng, Y. Xu, M. Yan and W. Yin, ARock: An Algorithmic Framework for Asynchronous Parallel Coordinate Updates, SIAM Journal on Scientific Computing, 38 (2016), A2851-A2879. (pdf) (code)
F. Li, S. Osher, J. Qin and M. Yan, A Multiphase Image Segmentation Based on Fuzzy Membership Functions and L1-norm Fidelity, SIAM Journal of Scientific Computing, 69 (2016), 82-106. (SN SharedIt Link) (pdf)
Z. Peng, T. Wu, Y. Xu, M. Yan and W. Yin, Coordinate Friendly Structures, Algorithms and Applications, Annals of Mathematical Sciences and Applications, 1 (2016), 57-119. (pdf)
X. Huang, L. Shi and M. Yan, Nonconvex sorted L1 minimization for sparse approximation, Journal of Operations Research Society of China, 3 (2015), 207-229.
Z. Peng, M. Yan and W. Yin, Parallel and distributed sparse optimization, In: Proceeding of IEEE Asilomar Conference on Signals Systems and Computers, 2013, 659-664.
M. Yan, A. Bui, J. Cong and L.A. Vese, General convergent expectation maximization (EM)-type algorithms for image reconstruction, Inverse Problems and Imaging, 7 (2013), 1007-1029.
M. Yan, Y. Yang and S. Osher, Robust 1-bit compressive sensing using adaptive outlier pursuit, IEEE Transactions on Signal Processing, 60 (2012), 3868-3875.