Convergence Rates with Inexact Non-expansive Operators J Liang, J Fadili, G Peyré Mathematical Programming 159 (1), 403–434, 2016 | 122 | 2016 |
Activity Identification and Local Linear Convergence of Forward--Backward-type Methods J Liang, J Fadili, G Peyré SIAM Journal on Optimization 27 (1), 408-437, 2017 | 120 | 2017 |
Seismic Data Restoration via Data-driven Tight Frame J Liang, J Ma, X Zhang GEOPHYSICS 79 (3), 65-74, 2014 | 118 | 2014 |
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems K Wei, A Aviles-Rivero, J Liang, Y Fu, CB Schönlieb, H Huang International Conference on Machine Learning, 10158-10169, 2020 | 101 | 2020 |
Local Linear Convergence of Forward--Backward under Partial Smoothness J Liang, J Fadili, G Peyré Advances in Neural Information Processing Systems 27, 1970-1978, 2014 | 99 | 2014 |
Improving “Fast Iterative Shrinkage-Thresholding Algorithm”: Faster, Smarter, and Greedier J Liang, T Luo, CB Schönlieb SIAM Journal on Scientific Computing 44 (3), A1069-A1091, 2022 | 79* | 2022 |
Retinex by Higher Order Total Variation L1 Decomposition J Liang, X Zhang Journal of Mathematical Imaging and Vision 52 (3), 345-355, 2015 | 52 | 2015 |
Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration C Poon, J Liang Advances in Neural Information Processing Systems, 7355-7363, 2019 | 48 | 2019 |
A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization J Liang, J Fadili, G Peyré Advances in Neural Information Processing Systems, 4035-4043, 2016 | 46 | 2016 |
Local Convergence Properties of Douglas--Rachford and Alternating Direction Method of Multipliers J Liang, J Fadili, G Peyré Journal of Optimization Theory and Applications 172 (3), 874-913, 2017 | 45 | 2017 |
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration C Poon, J Liang, CB Schönlieb International Conference on Machine Learning, 4124-4132, 2018 | 41 | 2018 |
A Stochastic Proximal Alternating Minimization for Nonsmooth and Nonconvex Optimization D Driggs, J Tang, J Liang, M Davies, CB Schönlieb SIAM Journal on Imaging Sciences 14 (4), 1932-1970, 2021 | 40* | 2021 |
TFPNP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems K Wei, A Aviles-Rivero, J Liang, Y Fu, H Huang, CB Schönlieb Journal of Machine Learning Research 23 (16), 1-48, 2022 | 34 | 2022 |
Convergence Rates of First-Order Operator Splitting Methods J Liang Normandie Université; GREYC CNRS UMR 6072, 2016 | 33 | 2016 |
Local Linear Convergence Analysis of Primal--Dual Splitting Methods J Liang, J Fadili, G Peyré Optimization, 821-853, 2018 | 26 | 2018 |
Activity Identification and Local Linear Convergence of Douglas–Rachford/ADMM under Partial Smoothness J Liang, J Fadili, G Peyré, R Luke International Conference on Scale Space and Variational Methods in Computer …, 2015 | 25 | 2015 |
Convergence Rates of Forward--Douglas--Rachford Splitting Method C Molinari, J Liang, J Fadili Journal of Optimization Theory and Applications, 1-34, 2019 | 22 | 2019 |
Geometry of First-Order Methods and Adaptive Acceleration C Poon, J Liang arXiv preprint arXiv:2003.03910, 2020 | 18 | 2020 |
Wavelet Frame Based Color Image Demosaicing J Liang, J Li, Z Shen, Z Xiaoqun Inverse Problems and Imaging 7 (3), 777-794, 2013 | 16 | 2013 |
On Biased Stochastic Gradient Estimation D Driggs, J Liang, CB Schönlieb Journal of Machine Learning Research 23 (24), 1-43, 2022 | 13 | 2022 |