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2020 – today
- 2024
[i7]Matthias J. Ehrhardt, Zeljko Kereta, Jingwei Liang, Junqi Tang:
A Guide to Stochastic Optimisation for Large-Scale Inverse Problems. CoRR abs/2406.06342 (2024)- 2023
- [j14]Jingwei Liang
, Clarice Poon:
Variable Screening for Sparse Online Regression. J. Comput. Graph. Stat. 32(1): 275-293 (2023) - [c11]Bingxin Zhou, Yuanhong Jiang, Yuguang Wang, Jingwei Liang, Junbin Gao, Shirui Pan, Xiaoqun Zhang:
Robust Graph Representation Learning for Local Corruption Recovery. WWW 2023: 438-448 - 2022
- [j13]Kaixuan Wei, Angelica I. Avilés-Rivero, Jingwei Liang, Ying Fu, Hua Huang, Carola-Bibiane Schönlieb:
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems. J. Mach. Learn. Res. 23: 16:1-16:48 (2022) - [j12]Derek Driggs, Jingwei Liang, Carola-Bibiane Schönlieb:
On Biased Stochastic Gradient Estimation. J. Mach. Learn. Res. 23: 24:1-24:43 (2022) - [j11]Adrian S. Lewis, Jingwei Liang, Tonghua Tian:
Partial Smoothness and Constant Rank. SIAM J. Optim. 32(1): 276-291 (2022) - [j10]Jingwei Liang, Tao Luo, Carola-Bibiane Schönlieb:
Improving "Fast Iterative Shrinkage-Thresholding Algorithm": Faster, Smarter, and Greedier. SIAM J. Sci. Comput. 44(3): 1069- (2022) - [i6]Bingxin Zhou, Yuanhong Jiang, Yu Guang Wang, Jingwei Liang, Junbin Gao, Shirui Pan, Xiaoqun Zhang:
Graph Neural Network for Local Corruption Recovery. CoRR abs/2202.04936 (2022) - 2021
- [j9]Derek Driggs, Junqi Tang, Jingwei Liang, Mike E. Davies, Carola-Bibiane Schönlieb:
A Stochastic Proximal Alternating Minimization for Nonsmooth and Nonconvex Optimization. SIAM J. Imaging Sci. 14(4): 1932-1970 (2021) - [i5]Jingwei Liang, Clarice Poon:
Screening for Sparse Online Learning. CoRR abs/2101.06982 (2021) - 2020
- [j8]Aritra Dutta, Filip Hanzely, Jingwei Liang, Peter Richtárik:
Best Pair Formulation & Accelerated Scheme for Non-Convex Principal Component Pursuit. IEEE Trans. Signal Process. 68: 6128-6141 (2020) - [c10]Kaixuan Wei, Angelica I. Avilés-Rivero, Jingwei Liang, Ying Fu, Carola-Bibiane Schönlieb, Hua Huang:
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems. ICML 2020: 10158-10169 - [i4]Kaixuan Wei, Angelica I. Avilés-Rivero, Jingwei Liang, Ying Fu, Carola-Bibiane Schönlieb, Hua Huang:
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems. CoRR abs/2002.09611 (2020) - [i3]Kaixuan Wei, Angelica I. Avilés-Rivero, Jingwei Liang, Ying Fu, Hua Huang, Carola-Bibiane Schönlieb:
TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems. CoRR abs/2012.05703 (2020)
2010 – 2019
- 2019
- [j7]Cesare Molinari, Jingwei Liang, Jalal Fadili:
Convergence Rates of Forward-Douglas-Rachford Splitting Method. J. Optim. Theory Appl. 182(2): 606-639 (2019) - [c9]Clarice Poon, Jingwei Liang:
Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration. NeurIPS 2019: 7355-7363 - [i2]Aritra Dutta, Filip Hanzely, Jingwei Liang, Peter Richtárik:
Best Pair Formulation & Accelerated Scheme for Non-convex Principal Component Pursuit. CoRR abs/1905.10598 (2019) - 2018
- [c8]Jingwei Liang, Carola-Bibiane Schönlieb:
Faster FISTA. EUSIPCO 2018: 1-9 - [c7]Clarice Poon, Jingwei Liang, Carola-Bibiane Schoenlieb:
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration. ICML 2018: 4121-4129 - 2017
- [j6]Jingwei Liang, Jalal Fadili, Gabriel Peyré:
Local Convergence Properties of Douglas-Rachford and Alternating Direction Method of Multipliers. J. Optim. Theory Appl. 172(3): 874-913 (2017) - [j5]Jingwei Liang, Jalal Fadili, Gabriel Peyré:
Activity Identification and Local Linear Convergence of Forward-Backward-type Methods. SIAM J. Optim. 27(1): 408-437 (2017) - 2016
- [b1]Jingwei Liang:
Convergence Rates of First-Order Operator Splitting Methods. (Taux de convergence des méthodes du premier ordre d'éclatement d'opérateurs). University of Caen Normandy, France, 2016 - [j4]Jianjun Liu, Shaohua Zhang, Changzhi Wu, Jingwei Liang, Xiangyu Wang, Kok Lay Teo:
A hybrid approach to constrained global optimization. Appl. Soft Comput. 47: 281-294 (2016) - [j3]Jingwei Liang, Jalal Fadili, Gabriel Peyré:
Convergence rates with inexact non-expansive operators. Math. Program. 159(1-2): 403-434 (2016) - [c6]Jingwei Liang, Jalal Fadili, Gabriel Peyré:
A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization. NIPS 2016: 4035-4043 - 2015
- [j2]Jingwei Liang, Xiaoqun Zhang:
Retinex by Higher Order Total Variation L1 Decomposition. J. Math. Imaging Vis. 52(3): 345-355 (2015) - [c5]Jingwei Liang, Jalal Fadili, Gabriel Peyré, D. Russell Luke:
Activity Identification and Local Linear Convergence of Douglas-Rachford/ADMM under Partial Smoothness. SSVM 2015: 642-653 - 2014
- [j1]Jianxin Dai, Shuai Liu, Ming Chen, Jun Zhou, Jie Qi, Jingwei Liang:
Robust Design of Coordinated Set Planning with the Non-Ideal Channel. KSII Trans. Internet Inf. Syst. 8(5): 1654-1675 (2014) - [c4]Jingwei Liang, Mohamed-Jalal Fadili, Gabriel Peyré:
On the convergence rates of proximal splitting algorithms. ICIP 2014: 4146-4150 - [c3]Jingwei Liang, Jalal Fadili, Gabriel Peyré:
Local Linear Convergence of Forward-Backward under Partial Smoothness. NIPS 2014: 1970-1978 - [i1]Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic:
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR abs/1410.0719 (2014) - 2013
- [c2]Jianxin Dai, Jingwei Liang, Ming Chen, Yang Li, Jun Zhou, Yang Zhou:
Research on the cooperative BSs' number of coordinated Multi-Point Transmission with perfect feedback. WCSP 2013: 1-6
2000 – 2009
- 2004
- [c1]Zhiwu Li, Jingwei Liang, Yang Lu, Anrong Wang:
A deadlock prevention method for FMS with multiple resource acquisitions. ICARCV 2004: 2117-2122
Coauthor Index
aka: Carola-Bibiane Schoenlieb
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