Tao Sun
Tao Sun
National University of Defense Technology
Підтверджена електронна адреса в math.ucla.edu - Домашня сторінка
LAG: Lazily aggregated gradient for communication-efficient distributed learning
T Chen, GB Giannakis, T Sun, W Yin
arXiv preprint arXiv:1805.09965, 2018
Asynchronous Coordinate Descent under More Realistic Assumptions
T Sun, R Hannah, W Yin
Advances in Neural Information Processing Systems 30, 6182-6190, 2017
Non-ergodic convergence analysis of heavy-ball algorithms
T Sun, P Yin, D Li, C Huang, L Guan, H Jiang
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5033-5040, 2019
On markov chain gradient descent
T Sun, Y Sun, W Yin
Advances in Neural Information Processing Systems 31, 2018
Iteratively linearized reweighted alternating direction method of multipliers for a class of nonconvex problems
T Sun, H Jiang, L Cheng, W Zhu
IEEE Transactions on Signal Processing 66 (20), 5380-5391, 2018
Alternating direction method of multipliers with difference of convex functions
T Sun, P Yin, L Cheng, H Jiang
Advances in Computational Mathematics 44 (3), 723-744, 2018
Convergence of proximal iteratively reweighted nuclear norm algorithm for image processing
T Sun, H Jiang, L Cheng
IEEE Transactions on Image Processing 26 (12), 5632-5644, 2017
Global convergence of proximal iteratively reweighted algorithm
T Sun, H Jiang, L Cheng
Journal of Global Optimization, 1-12, 2017
Reweighted fast iterative shrinkage thresholding algorithm with restarts for l 1-l 1 minimisation
T Sun, L Cheng
IET Signal Processing 10 (1), 28-36, 2016
Precompact convergence of the nonconvex Primal-Dual Hybrid Gradient algorithm
T Sun, R Barrio, L Cheng, H Jiang
Journal of Computational and Applied Mathematics, 2017
A convergence frame for inexact nonconvex and nonsmooth algorithms and its applications to several iterations
T Sun, H Jiang, L Cheng, W Zhu
arXiv preprint arXiv:1709.04072, 2017
Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent
B Wang, TM Nguyen, T Sun, AL Bertozzi, RG Baraniuk, SJ Osher
arXiv preprint arXiv:2002.10583v2, 2020
Iteratively reweighted penalty alternating minimization methods with continuation for image deblurring
T Sun, D Li, H Jiang, Z Quan
ICASSP 2019, 2019
Convergence of iterative hard-thresholding algorithm with continuation
T Sun, L Cheng
Optimization Letters 11 (4), 801-815, 2017
General proximal incremental aggregated gradient algorithms: Better and novel results under general scheme
T Sun, Y Sun, D Li, Q Liao
Advances in Neural Information Processing Systems 32, 996-1006, 2019
Heavy-ball Algorithms Always Escape Saddle Points
T Sun, D Li, Z Quan, H Jiang, S Li, Y Dou
IJCAI 2019, 2019
Little-o convergence rates for several alternating minimization methods
T Sun, L Cheng
Communications in Mathematical Sciences 15 (1), 197 – 211, 2017
Adaptive Temporal Difference Learning with Linear Function Approximation
T Sun, H Shen, T Chen, D Li
arXiv preprint arXiv:2002.08537, 2020
Hpdl: Towards a general framework for high-performance distributed deep learning
D Li, Z Lai, K Ge, Y Zhang, Z Zhang, T Sun, Q Wang, H Wang
2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019
Inertial nonconvex alternating minimizations for the image deblurring
T Sun, R Barrio, M Rodríguez, H Jiang
IEEE Transactions on Image Processing, 2019
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