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xiliang lu
xiliang lu
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Title
Cited by
Cited by
Year
A primal dual active set with continuation algorithm for the ℓ0-regularized optimization problem
Y Jiao, B Jin, X Lu
Applied and Computational Harmonic Analysis 39 (3), 400-426, 2015
892015
A Constructive Approach to Penalized Regression
J Huang, Y Jiao, Y Liu, X Lu
Journal of Machine Learning Research 19 (10), 1-37, 2018
852018
Stripe noise separation and removal in remote sensing images by consideration of the global sparsity and local variational properties
X Liu, X Lu, H Shen, Q Yuan, Y Jiao, L Zhang
IEEE Transactions on Geoscience and Remote Sensing 54 (5), 3049-3060, 2016
852016
A universal destriping framework combining 1-D and 2-D variational optimization methods
X Liu, H Shen, Q Yuan, X Lu, C Zhou
IEEE Transactions on Geoscience and Remote Sensing 56 (2), 808-822, 2017
562017
Convergence rate analysis for deep ritz method
C Duan, Y Jiao, Y Lai, X Lu, Z Yang
arXiv preprint arXiv:2103.13330, 2021
552021
Alternating direction method of multipliers for linear inverse problems
Y Jiao, Q Jin, X Lu, W Wang
SIAM Journal on Numerical Analysis 54 (4), 2114-2137, 2016
522016
Numerical identification of a Robin coefficient in parabolic problems
B Jin, X Lu
Mathematics of Computation 81 (279), 1369-1398, 2012
512012
Group Sparse Recovery via the Penalty: Theory and Algorithm
Y Jiao, B Jin, X Lu
IEEE Transactions on Signal Processing 65 (4), 998-1012, 2016
482016
A primal dual active set algorithm with continuation for compressed sensing
Q Fan, Y Jiao, X Lu
IEEE Transactions on Signal Processing 62 (23), 6276-6285, 2014
472014
A simple finite element method for boundary value problems with a Riemann–Liouville derivative
B Jin, R Lazarov, X Lu, Z Zhou
Journal of Computational and Applied Mathematics 293, 94-111, 2016
412016
Preasymptotic convergence of randomized Kaczmarz method
Y Jiao, B Jin, X Lu
Inverse Problems 33 (12), 125012, 2017
382017
An alternating direction method with continuation for nonconvex low rank minimization
ZF Jin, Z Wan, Y Jiao, X Lu
Journal of Scientific Computing 66, 849-869, 2016
382016
A nonconvex model with minimax concave penalty for image restoration
J You, Y Jiao, X Lu, T Zeng
Journal of Scientific Computing 78 (2), 1063-1086, 2019
372019
An analysis of finite element approximation in electrical impedance tomography
M Gehre, B Jin, X Lu
Inverse Problems 30 (4), 045013, 2014
372014
Membership affinity lasso for fuzzy clustering
L Guo, L Chen, X Lu, CLP Chen
IEEE Transactions on Fuzzy Systems 28 (2), 294-307, 2019
342019
A unified primal dual active set algorithm for nonconvex sparse recovery
J Huang, Y Jiao, B Jin, J Liu, X Lu, C Yang
332021
On the regularizing property of stochastic gradient descent
B Jin, X Lu
Inverse Problems 35 (1), 015004, 2018
302018
Robust decoding from 1-bit compressive sampling with ordinary and regularized least squares
J Huang, Y Jiao, X Lu, L Zhu
SIAM Journal on Scientific Computing 40 (4), A2062-A2086, 2018
24*2018
Tikhonov regularisation method for simultaneous inversion of the source term and initial data in a time-fractional diffusion equation
Z Ruan, JZ Yang, X Lu
East Asian Journal on Applied Mathematics 5 (3), 273-300, 2015
222015
Optimization-based structure identification of dynamical networks
T He, X Lu, X Wu, J Lu, WX Zheng
Physica A: Statistical Mechanics and Its Applications 392 (4), 1038-1049, 2013
222013
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