| ARock: an algorithmic framework for asynchronous parallel coordinate updates Z Peng, Y Xu, M Yan, W Yin SIAM Journal on Scientific Computing 38 (5), A2851-A2879, 2016 | 214 | 2016 |
| Robust 1-bit compressive sensing using adaptive outlier pursuit M Yan, Y Yang, S Osher IEEE Transactions on Signal Processing 60 (7), 3868-3875, 2012 | 168 | 2012 |
| Restoration of images corrupted by impulse noise and mixed Gaussian impulse noise using blind inpainting M Yan SIAM Journal on Imaging Sciences 6 (3), 1227-1245, 2013 | 151 | 2013 |
| D2: Decentralized training over decentralized data H Tang, X Lian, M Yan, C Zhang, J Liu International Conference on Machine Learning 2018, 4848-4856, 2018 | 109 | 2018 |
| Parallel and distributed sparse optimization Z Peng, M Yan, W Yin Proceedings of IEEE Asilomar Conference on Signals Systems and Computers …, 2013 | 100 | 2013 |
| A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates Z Li, W Shi, M Yan IEEE Transactions on Signal Processing 67 (17), 4494-4506, 2019 | 79 | 2019 |
| Coordinate friendly structures, algorithms and applications Z Peng, T Wu, Y Xu, M Yan, W Yin Annals of Mathematical Sciences and Applications 1 (1), 57-119, 2016 | 65 | 2016 |
| Fast l1–l2 minimization via a proximal operator Y Lou, M Yan Journal of Scientific Computing 74 (2), 767-785, 2018 | 61 | 2018 |
| Self equivalence of the alternating direction method of multipliers M Yan, W Yin Splitting Methods in Communication, Imaging, Science, and Engineering, 165-194, 2016 | 51 | 2016 |
| Expectation maximization and total variation based model for computed tomography reconstruction from undersampled data M Yan, LA Vese Proceeding of SPIE Medical Imaging: Physics of Medical Imaging, 79612X, 2011 | 51 | 2011 |
| A new primal-dual algorithm for minimizing the sum of three functions with a linear operator M Yan Journal of Scientific Computing 76 (3), 1698-1717, 2018 | 46 | 2018 |
| One condition for solution uniqueness and robustness of both l1-synthesis and l1-analysis minimizations H Zhang, M Yan, W Yin Advances in Computational Mathematics 42 (6), 1381-1399, 2016 | 44 | 2016 |
| Exact low-rank matrix completion from sparsely corrupted entries via adaptive outlier pursuit M Yan, Y Yang, S Osher Journal of Scientific Computing 56 (3), 433-449, 2013 | 34 | 2013 |
| Asynchronous multi-task learning IM Baytas, M Yan, AK Jain, J Zhou Proceedings of IEEE International Conference on Data Mining 2016, 11-20, 2016 | 28 | 2016 |
| A hybrid architecture for compressive sensing 3-d CT reconstruction J Chen, J Cong, LA Vese, J Villasenor, M Yan, Y Zou IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2 (3 …, 2012 | 25 | 2012 |
| FPGA-accelerated 3D reconstruction using compressive sensing J Chen, J Cong, M Yan, Y Zou Proceedings of the ACM/SIGDA international symposium on Field Programmable …, 2012 | 25 | 2012 |
| Non-convex penalties with analytical solutions for one-bit compressive sensing X Huang, M Yan Signal Processing 144 (1), 341-351, 2018 | 22 | 2018 |
| On the convergence of asynchronous parallel iteration with unbounded delays Z Peng, Y Xu, M Yan, W Yin Journal of the Operations Research Society of China 7 (1), 5-42, 2019 | 21 | 2019 |
| Nonconvex sorted L1 minimization for sparse approximation XL Huang, L Shi, M Yan Journal of the Operations Research Society of China 3 (2), 207-229, 2015 | 18 | 2015 |
| General convergent expectation maximization (EM)-type algorithms for image reconstruction M Yan, AAT Bui, J Cong, LA Vese Inverse Problems and Imaging 7 (3), 1007-1029, 2013 | 17 | 2013 |
Wotao YinProfessor of Mathematics, UCLAVerified email at ucla.edu
