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Author ID: yin.wotao Recent zbMATH articles by "Yin, Wotao"
Published as: Yin, Wotao; Yin, Wo-Tao
Homepage: http://www.math.ucla.edu/~wotaoyin/
External Links: MGP · ORCID · Wikidata · dblp · GND · IdRef
all top 5

Co-Authors

2 single-authored
21 Osher, Stanley Joel
13 Wen, Zaiwen
13 Xu, Yangyang
11 Sun, Yuejiao
10 Goldfarb, Donald
10 Yuan, Kun
9 Chen, Tianyi
9 Zhang, Yin
8 Chow, Yat Tin
8 Liu, Jialin
8 Liu, Yanli
8 Ryu, Ernest K.
6 Cai, Hanqin
6 Hannah, Robert
6 Huang, Xinmeng
6 Ling, Qing
6 Mckenzie, Daniel
6 Yan, Ming
5 Heaton, Howard
5 Peng, Zhimin
4 Chen, Xiaohan
4 Chen, Yiming
4 Chen, Ziang
4 Darbon, Jerome
4 Feng, Fei
4 Li, Wuchen
4 Shi, Wei
4 Sun, Tao
4 Wang, Xinshang
4 Wu, Tianyu
4 Zeng, Jinshan
4 Zhang, Hui
3 Baraniuk, Richard G.
3 Davis, Damek Shea
3 Fung, Samy Wu
3 Jin, Rong
3 Lai, Mingjun
3 Wang, Yilun
3 Wang, Zhangyang
3 Wu, Gang
3 Xu, Yi
3 Yang, Junfeng
3 Yang, Tianbao
2 Cheng, Lizhi
2 Deng, Wei
2 Ding, Lisang
2 Glowinski, Roland
2 Guo, Weihong
2 Guo, Zhishuai
2 Hale, Elaine T.
2 Li, Qiuwei
2 Lu, Jianfeng
2 Mao, Xianghui
2 Pan, Pan
2 Sankaranarayanan, Aswin C.
2 Sayed, Ali H.
2 Sun, Mou
2 Xiao, Quan
2 Zhang, Zhenliang
1 Azencot, Omri
1 Bertozzi, Andrea Louise
1 Burger, Martin
1 Chartrand, Rick
1 Chen, Tianlong
1 Chen, Wuyang
1 Chen, Yifan
1 Chen, Yunmei
1 Diggavi, Suhas N.
1 Dong, Bin
1 Dong, Yiqiu
1 Du, Simon S.
1 Edmunds, Brent
1 Fang, Cong
1 Fedkiw, Ron
1 Gangbo, Wilfrid
1 Garcia-Cardona, Cristina
1 Giannakis, Georgios B.
1 Gibali, Aviv
1 Gu, Xianfeng
1 Gu, Yuantao
1 Guo, Ziye
1 Hager, William W.
1 Hao, Ruru
1 He, Yutong
1 Hegde, Chinmay
1 Henderson, Johnny Lee
1 Hu, Hanbin
1 Hu, Yubin
1 Huang, Feng
1 Huang, Ting-Zhu
1 Jiang, Hong
1 Jin, Kexin
1 Jin, Xiao
1 Karakus, Can
1 Kim, Bumsu
1 Lai, Rongjie
1 Laska, Jason N.
1 Lee, Byungjoon
1 Li, Chengbo
1 Li, Huan
...and 49 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

96 Publications have been cited 4,040 times in 2,582 Documents Cited by Year
An iterative regularization method for total variation-based image restoration. Zbl 1090.94003
Osher, Stanley; Burger, Martin; Goldfarb, Donald; Xu, Jinjun; Yin, Wotao
308
2005
A new alternating minimization algorithm for total variation image reconstruction. Zbl 1187.68665
Wang, Yilun; Yang, Junfeng; Yin, Wotao; Zhang, Yin
290
2008
Bregman iterative algorithms for \(\ell_1\)-minimization with applications to compressed sensing. Zbl 1203.90153
Yin, Wotao; Osher, Stanley; Goldfarb, Donald; Darbon, Jerome
284
2008
Fixed-point continuation for \(\ell _1\)-minimization: methodology and convergence. Zbl 1180.65076
Hale, Elaine T.; Yin, Wotao; Zhang, Yin
181
2008
A feasible method for optimization with orthogonality constraints. Zbl 1281.49030
Wen, Zaiwen; Yin, Wotao
174
2013
A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion. Zbl 1280.49042
Xu, Yangyang; Yin, Wotao
167
2013
Global convergence of ADMM in nonconvex nonsmooth optimization. Zbl 1462.65072
Wang, Yu; Yin, Wotao; Zeng, Jinshan
162
2019
On the global and linear convergence of the generalized alternating direction method of multipliers. Zbl 1379.65036
Deng, Wei; Yin, Wotao
155
2016
Improved iteratively reweighted least squares for unconstrained smoothed \(\ell_q\) minimization. Zbl 1268.49038
Lai, Ming-Jun; Xu, Yangyang; Yin, Wotao
138
2013
EXTRA: an exact first-order algorithm for decentralized consensus optimization. Zbl 1328.90107
Shi, Wei; Ling, Qing; Wu, Gang; Yin, Wotao
127
2015
Alternating direction augmented Lagrangian methods for semidefinite programming. Zbl 1206.90088
Wen, Zaiwen; Goldfarb, Donald; Yin, Wotao
120
2010
Solving a low-rank factorization model for matrix completion by a nonlinear successive over-relaxation algorithm. Zbl 1271.65083
Wen, Zaiwen; Yin, Wotao; Zhang, Yin
118
2012
A three-operator splitting scheme and its optimization applications. Zbl 1464.47041
Davis, Damek; Yin, Wotao
108
2017
Parallel multi-block ADMM with \(o(1/k)\) convergence. Zbl 1398.65121
Deng, Wei; Lai, Ming-Jun; Peng, Zhimin; Yin, Wotao
80
2017
An efficient TVL1 algorithm for deblurring multichannel images corrupted by impulsive noise. Zbl 1195.68110
Yang, Junfeng; Zhang, Yin; Yin, Wotao
79
2009
Convergence rate analysis of several splitting schemes. Zbl 1372.65168
Davis, Damek; Yin, Wotao
75
2016
A fast algorithm for sparse reconstruction based on shrinkage, subspace optimization, and continuation. Zbl 1215.49039
Wen, Zaiwen; Yin, Wotao; Goldfarb, Donald; Zhang, Yin
74
2010
On the linear convergence of the ADMM in decentralized consensus optimization. Zbl 1394.94532
Shi, Wei; Ling, Qing; Yuan, Kun; Wu, Gang; Yin, Wotao
71
2014
Splitting methods in communication and imaging, science, and engineering. Zbl 1362.65002
65
2016
An alternating direction algorithm for matrix completion with nonnegative factors. Zbl 1323.65044
Xu, Yangyang; Yin, Wotao; Wen, Zaiwen; Zhang, Yin
64
2012
A fast algorithm for edge-preserving variational multichannel image restoration. Zbl 1181.68304
Yang, Junfeng; Yin, Wotao; Zhang, Yin; Wang, Yilun
57
2009
Fast linearized Bregman iteration for compressive sensing and sparse denoising. Zbl 1190.49040
Osher, Stanley; Mao, Yu; Dong, Bin; Yin, Wotao
51
2010
Parallel matrix factorization for low-rank tensor completion. Zbl 1359.15021
Xu, Yangyang; Hao, Ruru; Yin, Wotao; Su, Zhixun
51
2015
On the convergence of decentralized gradient descent. Zbl 1345.90068
Yuan, Kun; Ling, Qing; Yin, Wotao
49
2016
Analysis and generalizations of the linearized Bregman method. Zbl 1211.68491
Yin, Wotao
46
2010
Faster convergence rates of relaxed Peaceman-Rachford and ADMM under regularity assumptions. Zbl 1379.65035
Davis, Damek; Yin, Wotao
45
2017
A new detail-preserving regularization scheme. Zbl 1299.65130
Guo, Weihong; Qin, Jing; Yin, Wotao
43
2014
A globally convergent algorithm for nonconvex optimization based on block coordinate update. Zbl 1378.65126
Xu, Yangyang; Yin, Wotao
43
2017
Second-order cone programming methods for total variation-based image restoration. Zbl 1094.68108
Goldfarb, Donald; Yin, Wotao
41
2005
ARock: an algorithmic framework for asynchronous parallel coordinate updates. Zbl 1350.49041
Peng, Zhimin; Xu, Yangyang; Yan, Ming; Yin, Wotao
40
2016
Fixed-point continuation applied to compressed sensing: Implementation and numerical experiments. Zbl 1224.65153
Hale, Elaine T.; Yin, Wotao; Zhang, Yin
32
2010
Augmented \(\ell_1\) and nuclear-norm models with a globally linearly convergent algorithm. Zbl 1279.68329
Lai, Ming-Jun; Yin, Wotao
32
2013
Cauchy noise removal by nonconvex ADMM with convergence guarantees. Zbl 06858871
Mei, Jin-Jin; Dong, Yiqiu; Huang, Ting-Zhu; Yin, Wotao
31
2018
A proximal gradient algorithm for decentralized composite optimization. Zbl 1394.94531
Shi, Wei; Ling, Qing; Wu, Gang; Yin, Wotao
31
2015
Sparse signal reconstruction via iterative support detection. Zbl 1206.68340
Wang, Yilun; Yin, Wotao
29
2010
The total variation regularized \(L^1\) model for multiscale decomposition. Zbl 1355.49037
Yin, Wotao; Goldfarb, Donald; Osher, Stanley
28
2007
A parallel method for earth mover’s distance. Zbl 1398.65124
Li, Wuchen; Ryu, Ernest K.; Osher, Stanley; Yin, Wotao; Gangbo, Wilfrid
28
2018
Block stochastic gradient iteration for convex and nonconvex optimization. Zbl 1342.93125
Xu, Yangyang; Yin, Wotao
27
2015
Necessary and sufficient conditions of solution uniqueness in 1-norm minimization. Zbl 1308.65102
Zhang, Hui; Yin, Wotao; Cheng, Lizhi
23
2015
An efficient augmented Lagrangian method with applications to total variation minimization. Zbl 1287.90066
Li, Chengbo; Yin, Wotao; Jiang, Hong; Zhang, Yin
22
2013
Trust, buy verify: fast and accurate signal recovery from 1-bit compressive measurements. Zbl 1393.94314
Laska, Jason N.; Wen, Zaiwen; Yin, Wotao; Baraniuk, Richard G.
22
2011
Folding-free global conformal mapping for genus-0 surfaces by harmonic energy minimization. Zbl 1298.30007
Lai, Rongjie; Wen, Zaiwen; Yin, Wotao; Gu, Xianfeng; Lui, Lok Ming
21
2014
Coordinate-friendly structures, algorithms and applications. Zbl 1432.65076
Peng, Zhimin; Wu, Tianyu; Xu, Yangyang; Yan, Ming; Yin, Wotao
21
2016
On the convergence of an active-set method for \(\ell_1\) minimization. Zbl 1244.49055
Wen, Zaiwen; Yin, Wotao; Zhang, Hongchao; Goldfarb, Donald
20
2012
Self equivalence of the alternating direction method of multipliers. Zbl 1372.65186
Yan, Ming; Yin, Wotao
20
2016
Image cartoon-texture decomposition and feature selection using the total variation regularized \(L^{1}\) functional. Zbl 1159.68610
Yin, Wotao; Goldfarb, Donald; Osher, Stanley
19
2005
Fast algorithms for image reconstruction with application to partially parallel MR imaging. Zbl 1247.90212
Chen, Yunmei; Hager, William; Huang, Feng; Phan, Dzung; Ye, Xiaojing; Yin, Wotao
18
2012
Parametric maximum flow algorithms for fast total variation minimization. Zbl 1198.49040
Goldfarb, Donald; Yin, Wotao
18
2009
Error forgetting of Bregman iteration. Zbl 1263.65059
Yin, Wotao; Osher, Stanley
18
2013
A curvilinear search method for \(p\)-harmonic flows on spheres. Zbl 1193.49030
Goldfarb, Donald; Wen, Zaiwen; Yin, Wotao
16
2009
On nonconvex decentralized gradient descent. Zbl 1414.90295
Zeng, Jinshan; Yin, Wotao
15
2018
Algorithm for overcoming the curse of dimensionality for time-dependent non-convex Hamilton-Jacobi equations arising from optimal control and differential games problems. Zbl 1381.65048
Chow, Yat Tin; Darbon, Jérôme; Osher, Stanley; Yin, Wotao
14
2017
One condition for solution uniqueness and robustness of both \(\ell_1\)-synthesis and \(\ell_1\)-analysis minimizations. Zbl 1362.65064
Zhang, Hui; Yan, Ming; Yin, Wotao
13
2016
Positive solutions and nonlinear eigenvalue problems for functional-differential equations. Zbl 0934.34056
Henderson, J.; Yin, W.
12
1999
Edge guided reconstruction for compressive imaging. Zbl 1259.65102
Guo, Weihong; Yin, Wotao
12
2012
Algorithm for overcoming the curse of dimensionality for state-dependent Hamilton-Jacobi equations. Zbl 1452.49016
Chow, Yat Tin; Darbon, Jérôme; Osher, Stanley; Yin, Wotao
11
2019
Algorithm for Hamilton-Jacobi equations in density space via a generalized Hopf formula. Zbl 1422.91102
Chow, Yat Tin; Li, Wuchen; Osher, Stanley; Yin, Wotao
11
2019
Multilevel optimal transport: a fast approximation of Wasserstein-1 distances. Zbl 1456.49038
Liu, Jialin; Yin, Wotao; Li, Wuchen; Chow, Yat Tin
9
2021
Decentralized accelerated gradient methods with increasing penalty parameters. Zbl 07591075
Li, Huan; Fang, Cong; Yin, Wotao; Lin, Zhouchen
9
2020
A new use of Douglas-Rachford splitting for identifying infeasible, unbounded, and pathological conic programs. Zbl 1515.47098
Liu, Yanli; Ryu, Ernest K.; Yin, Wotao
9
2019
A fast hybrid algorithm for large-scale \(l_{1}\)-regularized logistic regression. Zbl 1242.62078
Shi, Jianing; Yin, Wotao; Osher, Stanley; Sajda, Paul
8
2010
Sparse recovery via differential inclusions. Zbl 1360.94090
Osher, Stanley; Ruan, Feng; Xiong, Jiechao; Yao, Yuan; Yin, Wotao
8
2016
Douglas-Rachford splitting and ADMM for pathological convex optimization. Zbl 1427.90223
Ryu, Ernest K.; Liu, Yanli; Yin, Wotao
8
2019
A fast patch-dictionary method for whole image recovery. Zbl 1395.94071
Xu, Yangyang; Yin, Wotao
8
2016
Acceleration of primal-dual methods by preconditioning and simple subproblem procedures. Zbl 1464.49018
Liu, Yanli; Xu, Yunbei; Yin, Wotao
8
2021
Solving stochastic compositional optimization is nearly as easy as solving stochastic optimization. Zbl 07591674
Chen, Tianyi; Sun, Yuejiao; Yin, Wotao
8
2021
Algorithm for overcoming the curse of dimensionality for certain non-convex Hamilton-Jacobi equations, projections and differential games. Zbl 1415.35087
Chow, Yat Tin; Darbon, Jérôme; Osher, Stanley; Yin, Wotao
8
2018
Cyclic coordinate-update algorithms for fixed-point problems: analysis and applications. Zbl 1368.90104
Chow, Yat Tin; Wu, Tianyu; Yin, Wotao
7
2017
Copula density estimation by total variation penalized likelihood with linear equality constraints. Zbl 1239.62038
Qu, Leming; Yin, Wotao
6
2012
Consistent dynamic mode decomposition. Zbl 1428.37098
Azencot, Omri; Yin, Wotao; Bertozzi, Andrea
6
2019
Large-scale convex optimization. Algorithms & analyses via monotone operators. Zbl 1519.90178
Ryu, Ernest K.; Yin, Wotao
6
2023
On unbounded delays in asynchronous parallel fixed-point algorithms. Zbl 1415.65138
Hannah, Robert; Yin, Wotao
6
2018
ExtraPush for convex smooth decentralized optimization over directed networks. Zbl 1413.90211
Zeng, Jinshan; Yin, Wotao
6
2017
A dual algorithm for a class of augmented convex signal recovery models. Zbl 1321.65102
Zhang, Hui; Cheng, Lizhi; Yin, Wotao
5
2015
Parallel redistancing using the Hopf-Lax formula. Zbl 1395.65118
Royston, Michael; Pradhana, Andre; Lee, Byungjoon; Chow, Yat Tin; Yin, Wotao; Teran, Joseph; Osher, Stanley
5
2018
NuMax: a convex approach for learning near-isometric linear embeddings. Zbl 1395.94037
Hegde, Chinmay; Sankaranarayanan, Aswin C.; Yin, Wotao; Baraniuk, Richard G.
5
2015
Nonconvex sparse regularization and splitting algorithms. Zbl 1372.65167
Chartrand, Rick; Yin, Wotao
4
2016
Moreau envelope augmented Lagrangian method for nonconvex optimization with linear constraints. Zbl 1494.90091
Zeng, Jinshan; Yin, Wotao; Zhou, Ding-Xuan
4
2022
Decentralized jointly sparse optimization by reweighted \(\ell_q\) minimization. Zbl 1393.94338
Ling, Qing; Wen, Zaiwen; Yin, Wotao
4
2013
On the convergence of asynchronous parallel iteration with unbounded delays. Zbl 1424.65086
Peng, Zhimin; Xu, Yangyang; Yan, Ming; Yin, Wotao
4
2019
Proximal-proximal-gradient method. Zbl 1463.65142
Ryu, Ernest K.; Yin, Wotao
3
2019
Wasserstein-based projections with applications to inverse problems. Zbl 1492.94019
Heaton, Howard; Fung, Samy Wu; Lin, Alex Tong; Osher, Stanley; Yin, Wotao
3
2022
An envelope for Davis-Yin splitting and strict saddle-point avoidance. Zbl 07063787
Liu, Yanli; Yin, Wotao
3
2019
Redundancy techniques for straggler mitigation in distributed optimization and learning. Zbl 1492.90126
Karakus, Can; Sun, Yifan; Diggavi, Suhas; Yin, Wotao
3
2019
First- and second-order methods for online convolutional dictionary learning. Zbl 1401.94019
Liu, Jialin; Garcia-Cardona, Cristina; Wohlberg, Brendt; Yin, Wotao
3
2018
Slope and \(G\)-set characterization of set-valued functions and applications to non-differentiable optimization problems. Zbl 1094.65064
Scherzer, Otmar; Yin, Wotao; Osher, Stanley
2
2005
Feasibility-based fixed point networks. Zbl 07525625
Heaton, Howard; Wu Fung, Samy; Gibali, Aviv; Yin, Wotao
2
2021
From the simplex to the sphere: faster constrained optimization using the Hadamard parametrization. Zbl 07720181
Li, Qiuwei; McKenzie, Daniel; Yin, Wotao
2
2023
Walkman: a communication-efficient random-walk algorithm for decentralized optimization. Zbl 07590909
Mao, Xianghui; Yuan, Kun; Hu, Yubin; Gu, Yuantao; Sayed, Ali H.; Yin, Wotao
2
2020
Tight coefficients of averaged operators via scaled relative graph. Zbl 1441.47084
Huang, Xinmeng; Ryu, Ernest K.; Yin, Wotao
2
2020
Learning circulant sensing kernels. Zbl 1332.94018
Xu, Yangyang; Yin, Wotao; Osher, Stanley
1
2014
Zeroth-order regularized optimization (ZORO): approximately sparse gradients and adaptive sampling. Zbl 1491.90184
Cai, HanQin; McKenzie, Daniel; Yin, Wotao; Zhang, Zhenliang
1
2022
A multiscale semi-smooth Newton method for optimal transport. Zbl 1494.65042
Liu, Yiyang; Wen, Zaiwen; Yin, Wotao
1
2022
A mean field game inverse problem. Zbl 1493.91016
Ding, Lisang; Li, Wuchen; Osher, Stanley; Yin, Wotao
1
2022
Scaled relative graphs: nonexpansive operators via 2D Euclidean geometry. Zbl 07550212
Ryu, Ernest K.; Hannah, Robert; Yin, Wotao
1
2022
Decentralized learning with lazy and approximate dual gradients. Zbl 07591422
Liu, Yanli; Sun, Yuejiao; Yin, Wotao
1
2021
Large-scale convex optimization. Algorithms & analyses via monotone operators. Zbl 1519.90178
Ryu, Ernest K.; Yin, Wotao
6
2023
From the simplex to the sphere: faster constrained optimization using the Hadamard parametrization. Zbl 07720181
Li, Qiuwei; McKenzie, Daniel; Yin, Wotao
2
2023
Moreau envelope augmented Lagrangian method for nonconvex optimization with linear constraints. Zbl 1494.90091
Zeng, Jinshan; Yin, Wotao; Zhou, Ding-Xuan
4
2022
Wasserstein-based projections with applications to inverse problems. Zbl 1492.94019
Heaton, Howard; Fung, Samy Wu; Lin, Alex Tong; Osher, Stanley; Yin, Wotao
3
2022
Zeroth-order regularized optimization (ZORO): approximately sparse gradients and adaptive sampling. Zbl 1491.90184
Cai, HanQin; McKenzie, Daniel; Yin, Wotao; Zhang, Zhenliang
1
2022
A multiscale semi-smooth Newton method for optimal transport. Zbl 1494.65042
Liu, Yiyang; Wen, Zaiwen; Yin, Wotao
1
2022
A mean field game inverse problem. Zbl 1493.91016
Ding, Lisang; Li, Wuchen; Osher, Stanley; Yin, Wotao
1
2022
Scaled relative graphs: nonexpansive operators via 2D Euclidean geometry. Zbl 07550212
Ryu, Ernest K.; Hannah, Robert; Yin, Wotao
1
2022
Multilevel optimal transport: a fast approximation of Wasserstein-1 distances. Zbl 1456.49038
Liu, Jialin; Yin, Wotao; Li, Wuchen; Chow, Yat Tin
9
2021
Acceleration of primal-dual methods by preconditioning and simple subproblem procedures. Zbl 1464.49018
Liu, Yanli; Xu, Yunbei; Yin, Wotao
8
2021
Solving stochastic compositional optimization is nearly as easy as solving stochastic optimization. Zbl 07591674
Chen, Tianyi; Sun, Yuejiao; Yin, Wotao
8
2021
Feasibility-based fixed point networks. Zbl 07525625
Heaton, Howard; Wu Fung, Samy; Gibali, Aviv; Yin, Wotao
2
2021
Decentralized learning with lazy and approximate dual gradients. Zbl 07591422
Liu, Yanli; Sun, Yuejiao; Yin, Wotao
1
2021
Decentralized accelerated gradient methods with increasing penalty parameters. Zbl 07591075
Li, Huan; Fang, Cong; Yin, Wotao; Lin, Zhouchen
9
2020
Walkman: a communication-efficient random-walk algorithm for decentralized optimization. Zbl 07590909
Mao, Xianghui; Yuan, Kun; Hu, Yubin; Gu, Yuantao; Sayed, Ali H.; Yin, Wotao
2
2020
Tight coefficients of averaged operators via scaled relative graph. Zbl 1441.47084
Huang, Xinmeng; Ryu, Ernest K.; Yin, Wotao
2
2020
Global convergence of ADMM in nonconvex nonsmooth optimization. Zbl 1462.65072
Wang, Yu; Yin, Wotao; Zeng, Jinshan
162
2019
Algorithm for overcoming the curse of dimensionality for state-dependent Hamilton-Jacobi equations. Zbl 1452.49016
Chow, Yat Tin; Darbon, Jérôme; Osher, Stanley; Yin, Wotao
11
2019
Algorithm for Hamilton-Jacobi equations in density space via a generalized Hopf formula. Zbl 1422.91102
Chow, Yat Tin; Li, Wuchen; Osher, Stanley; Yin, Wotao
11
2019
A new use of Douglas-Rachford splitting for identifying infeasible, unbounded, and pathological conic programs. Zbl 1515.47098
Liu, Yanli; Ryu, Ernest K.; Yin, Wotao
9
2019
Douglas-Rachford splitting and ADMM for pathological convex optimization. Zbl 1427.90223
Ryu, Ernest K.; Liu, Yanli; Yin, Wotao
8
2019
Consistent dynamic mode decomposition. Zbl 1428.37098
Azencot, Omri; Yin, Wotao; Bertozzi, Andrea
6
2019
On the convergence of asynchronous parallel iteration with unbounded delays. Zbl 1424.65086
Peng, Zhimin; Xu, Yangyang; Yan, Ming; Yin, Wotao
4
2019
Proximal-proximal-gradient method. Zbl 1463.65142
Ryu, Ernest K.; Yin, Wotao
3
2019
An envelope for Davis-Yin splitting and strict saddle-point avoidance. Zbl 07063787
Liu, Yanli; Yin, Wotao
3
2019
Redundancy techniques for straggler mitigation in distributed optimization and learning. Zbl 1492.90126
Karakus, Can; Sun, Yifan; Diggavi, Suhas; Yin, Wotao
3
2019
Cauchy noise removal by nonconvex ADMM with convergence guarantees. Zbl 06858871
Mei, Jin-Jin; Dong, Yiqiu; Huang, Ting-Zhu; Yin, Wotao
31
2018
A parallel method for earth mover’s distance. Zbl 1398.65124
Li, Wuchen; Ryu, Ernest K.; Osher, Stanley; Yin, Wotao; Gangbo, Wilfrid
28
2018
On nonconvex decentralized gradient descent. Zbl 1414.90295
Zeng, Jinshan; Yin, Wotao
15
2018
Algorithm for overcoming the curse of dimensionality for certain non-convex Hamilton-Jacobi equations, projections and differential games. Zbl 1415.35087
Chow, Yat Tin; Darbon, Jérôme; Osher, Stanley; Yin, Wotao
8
2018
On unbounded delays in asynchronous parallel fixed-point algorithms. Zbl 1415.65138
Hannah, Robert; Yin, Wotao
6
2018
Parallel redistancing using the Hopf-Lax formula. Zbl 1395.65118
Royston, Michael; Pradhana, Andre; Lee, Byungjoon; Chow, Yat Tin; Yin, Wotao; Teran, Joseph; Osher, Stanley
5
2018
First- and second-order methods for online convolutional dictionary learning. Zbl 1401.94019
Liu, Jialin; Garcia-Cardona, Cristina; Wohlberg, Brendt; Yin, Wotao
3
2018
A three-operator splitting scheme and its optimization applications. Zbl 1464.47041
Davis, Damek; Yin, Wotao
108
2017
Parallel multi-block ADMM with \(o(1/k)\) convergence. Zbl 1398.65121
Deng, Wei; Lai, Ming-Jun; Peng, Zhimin; Yin, Wotao
80
2017
Faster convergence rates of relaxed Peaceman-Rachford and ADMM under regularity assumptions. Zbl 1379.65035
Davis, Damek; Yin, Wotao
45
2017
A globally convergent algorithm for nonconvex optimization based on block coordinate update. Zbl 1378.65126
Xu, Yangyang; Yin, Wotao
43
2017
Algorithm for overcoming the curse of dimensionality for time-dependent non-convex Hamilton-Jacobi equations arising from optimal control and differential games problems. Zbl 1381.65048
Chow, Yat Tin; Darbon, Jérôme; Osher, Stanley; Yin, Wotao
14
2017
Cyclic coordinate-update algorithms for fixed-point problems: analysis and applications. Zbl 1368.90104
Chow, Yat Tin; Wu, Tianyu; Yin, Wotao
7
2017
ExtraPush for convex smooth decentralized optimization over directed networks. Zbl 1413.90211
Zeng, Jinshan; Yin, Wotao
6
2017
On the global and linear convergence of the generalized alternating direction method of multipliers. Zbl 1379.65036
Deng, Wei; Yin, Wotao
155
2016
Convergence rate analysis of several splitting schemes. Zbl 1372.65168
Davis, Damek; Yin, Wotao
75
2016
Splitting methods in communication and imaging, science, and engineering. Zbl 1362.65002
65
2016
On the convergence of decentralized gradient descent. Zbl 1345.90068
Yuan, Kun; Ling, Qing; Yin, Wotao
49
2016
ARock: an algorithmic framework for asynchronous parallel coordinate updates. Zbl 1350.49041
Peng, Zhimin; Xu, Yangyang; Yan, Ming; Yin, Wotao
40
2016
Coordinate-friendly structures, algorithms and applications. Zbl 1432.65076
Peng, Zhimin; Wu, Tianyu; Xu, Yangyang; Yan, Ming; Yin, Wotao
21
2016
Self equivalence of the alternating direction method of multipliers. Zbl 1372.65186
Yan, Ming; Yin, Wotao
20
2016
One condition for solution uniqueness and robustness of both \(\ell_1\)-synthesis and \(\ell_1\)-analysis minimizations. Zbl 1362.65064
Zhang, Hui; Yan, Ming; Yin, Wotao
13
2016
Sparse recovery via differential inclusions. Zbl 1360.94090
Osher, Stanley; Ruan, Feng; Xiong, Jiechao; Yao, Yuan; Yin, Wotao
8
2016
A fast patch-dictionary method for whole image recovery. Zbl 1395.94071
Xu, Yangyang; Yin, Wotao
8
2016
Nonconvex sparse regularization and splitting algorithms. Zbl 1372.65167
Chartrand, Rick; Yin, Wotao
4
2016
EXTRA: an exact first-order algorithm for decentralized consensus optimization. Zbl 1328.90107
Shi, Wei; Ling, Qing; Wu, Gang; Yin, Wotao
127
2015
Parallel matrix factorization for low-rank tensor completion. Zbl 1359.15021
Xu, Yangyang; Hao, Ruru; Yin, Wotao; Su, Zhixun
51
2015
A proximal gradient algorithm for decentralized composite optimization. Zbl 1394.94531
Shi, Wei; Ling, Qing; Wu, Gang; Yin, Wotao
31
2015
Block stochastic gradient iteration for convex and nonconvex optimization. Zbl 1342.93125
Xu, Yangyang; Yin, Wotao
27
2015
Necessary and sufficient conditions of solution uniqueness in 1-norm minimization. Zbl 1308.65102
Zhang, Hui; Yin, Wotao; Cheng, Lizhi
23
2015
A dual algorithm for a class of augmented convex signal recovery models. Zbl 1321.65102
Zhang, Hui; Cheng, Lizhi; Yin, Wotao
5
2015
NuMax: a convex approach for learning near-isometric linear embeddings. Zbl 1395.94037
Hegde, Chinmay; Sankaranarayanan, Aswin C.; Yin, Wotao; Baraniuk, Richard G.
5
2015
On the linear convergence of the ADMM in decentralized consensus optimization. Zbl 1394.94532
Shi, Wei; Ling, Qing; Yuan, Kun; Wu, Gang; Yin, Wotao
71
2014
A new detail-preserving regularization scheme. Zbl 1299.65130
Guo, Weihong; Qin, Jing; Yin, Wotao
43
2014
Folding-free global conformal mapping for genus-0 surfaces by harmonic energy minimization. Zbl 1298.30007
Lai, Rongjie; Wen, Zaiwen; Yin, Wotao; Gu, Xianfeng; Lui, Lok Ming
21
2014
Learning circulant sensing kernels. Zbl 1332.94018
Xu, Yangyang; Yin, Wotao; Osher, Stanley
1
2014
A feasible method for optimization with orthogonality constraints. Zbl 1281.49030
Wen, Zaiwen; Yin, Wotao
174
2013
A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion. Zbl 1280.49042
Xu, Yangyang; Yin, Wotao
167
2013
Improved iteratively reweighted least squares for unconstrained smoothed \(\ell_q\) minimization. Zbl 1268.49038
Lai, Ming-Jun; Xu, Yangyang; Yin, Wotao
138
2013
Augmented \(\ell_1\) and nuclear-norm models with a globally linearly convergent algorithm. Zbl 1279.68329
Lai, Ming-Jun; Yin, Wotao
32
2013
An efficient augmented Lagrangian method with applications to total variation minimization. Zbl 1287.90066
Li, Chengbo; Yin, Wotao; Jiang, Hong; Zhang, Yin
22
2013
Error forgetting of Bregman iteration. Zbl 1263.65059
Yin, Wotao; Osher, Stanley
18
2013
Decentralized jointly sparse optimization by reweighted \(\ell_q\) minimization. Zbl 1393.94338
Ling, Qing; Wen, Zaiwen; Yin, Wotao
4
2013
Solving a low-rank factorization model for matrix completion by a nonlinear successive over-relaxation algorithm. Zbl 1271.65083
Wen, Zaiwen; Yin, Wotao; Zhang, Yin
118
2012
An alternating direction algorithm for matrix completion with nonnegative factors. Zbl 1323.65044
Xu, Yangyang; Yin, Wotao; Wen, Zaiwen; Zhang, Yin
64
2012
On the convergence of an active-set method for \(\ell_1\) minimization. Zbl 1244.49055
Wen, Zaiwen; Yin, Wotao; Zhang, Hongchao; Goldfarb, Donald
20
2012
Fast algorithms for image reconstruction with application to partially parallel MR imaging. Zbl 1247.90212
Chen, Yunmei; Hager, William; Huang, Feng; Phan, Dzung; Ye, Xiaojing; Yin, Wotao
18
2012
Edge guided reconstruction for compressive imaging. Zbl 1259.65102
Guo, Weihong; Yin, Wotao
12
2012
Copula density estimation by total variation penalized likelihood with linear equality constraints. Zbl 1239.62038
Qu, Leming; Yin, Wotao
6
2012
Trust, buy verify: fast and accurate signal recovery from 1-bit compressive measurements. Zbl 1393.94314
Laska, Jason N.; Wen, Zaiwen; Yin, Wotao; Baraniuk, Richard G.
22
2011
Alternating direction augmented Lagrangian methods for semidefinite programming. Zbl 1206.90088
Wen, Zaiwen; Goldfarb, Donald; Yin, Wotao
120
2010
A fast algorithm for sparse reconstruction based on shrinkage, subspace optimization, and continuation. Zbl 1215.49039
Wen, Zaiwen; Yin, Wotao; Goldfarb, Donald; Zhang, Yin
74
2010
Fast linearized Bregman iteration for compressive sensing and sparse denoising. Zbl 1190.49040
Osher, Stanley; Mao, Yu; Dong, Bin; Yin, Wotao
51
2010
Analysis and generalizations of the linearized Bregman method. Zbl 1211.68491
Yin, Wotao
46
2010
Fixed-point continuation applied to compressed sensing: Implementation and numerical experiments. Zbl 1224.65153
Hale, Elaine T.; Yin, Wotao; Zhang, Yin
32
2010
Sparse signal reconstruction via iterative support detection. Zbl 1206.68340
Wang, Yilun; Yin, Wotao
29
2010
A fast hybrid algorithm for large-scale \(l_{1}\)-regularized logistic regression. Zbl 1242.62078
Shi, Jianing; Yin, Wotao; Osher, Stanley; Sajda, Paul
8
2010
An efficient TVL1 algorithm for deblurring multichannel images corrupted by impulsive noise. Zbl 1195.68110
Yang, Junfeng; Zhang, Yin; Yin, Wotao
79
2009
A fast algorithm for edge-preserving variational multichannel image restoration. Zbl 1181.68304
Yang, Junfeng; Yin, Wotao; Zhang, Yin; Wang, Yilun
57
2009
Parametric maximum flow algorithms for fast total variation minimization. Zbl 1198.49040
Goldfarb, Donald; Yin, Wotao
18
2009
A curvilinear search method for \(p\)-harmonic flows on spheres. Zbl 1193.49030
Goldfarb, Donald; Wen, Zaiwen; Yin, Wotao
16
2009
A new alternating minimization algorithm for total variation image reconstruction. Zbl 1187.68665
Wang, Yilun; Yang, Junfeng; Yin, Wotao; Zhang, Yin
290
2008
Bregman iterative algorithms for \(\ell_1\)-minimization with applications to compressed sensing. Zbl 1203.90153
Yin, Wotao; Osher, Stanley; Goldfarb, Donald; Darbon, Jerome
284
2008
Fixed-point continuation for \(\ell _1\)-minimization: methodology and convergence. Zbl 1180.65076
Hale, Elaine T.; Yin, Wotao; Zhang, Yin
181
2008
The total variation regularized \(L^1\) model for multiscale decomposition. Zbl 1355.49037
Yin, Wotao; Goldfarb, Donald; Osher, Stanley
28
2007
An iterative regularization method for total variation-based image restoration. Zbl 1090.94003
Osher, Stanley; Burger, Martin; Goldfarb, Donald; Xu, Jinjun; Yin, Wotao
308
2005
Second-order cone programming methods for total variation-based image restoration. Zbl 1094.68108
Goldfarb, Donald; Yin, Wotao
41
2005
Image cartoon-texture decomposition and feature selection using the total variation regularized \(L^{1}\) functional. Zbl 1159.68610
Yin, Wotao; Goldfarb, Donald; Osher, Stanley
19
2005
Slope and \(G\)-set characterization of set-valued functions and applications to non-differentiable optimization problems. Zbl 1094.65064
Scherzer, Otmar; Yin, Wotao; Osher, Stanley
2
2005
Positive solutions and nonlinear eigenvalue problems for functional-differential equations. Zbl 0934.34056
Henderson, J.; Yin, W.
12
1999
all top 5

Cited by 4,137 Authors

53 Osher, Stanley Joel
48 Yin, Wotao
46 Huang, Ting-Zhu
32 Zhao, Xile
30 Ng, Michael Kwok-Po
30 Wen, Zaiwen
27 Xu, Yangyang
26 Yuan, Xiaoming
25 Han, Deren
25 Ma, Shiqian
23 Tai, Xuecheng
22 Burger, Martin
20 Zeng, Tie Yong
19 Lou, Yifei
17 Steidl, Gabriele
17 Wu, Chunlin
17 Zhang, Xiaoqun
16 Cai, Xingju
16 Cheng, Lizhi
16 Jung, Miyoun
15 Kang, Myungjoo
15 Li, Wuchen
15 Liu, Xin
15 Pan, Shaohua
15 Sun, Defeng
15 Zhang, Hui
15 Zhang, Shuzhong
14 Glowinski, Roland
14 Lv, Xiaoguang
14 Pang, Zhifeng
14 Shen, Lixin
13 Chen, Ke
13 Deng, Liangjian
13 Lai, Rongjie
13 Schönlieb, Carola-Bibiane
13 Shen, Zuowei
13 Tang, Yuchao
13 Toh, Kim Chuan
13 Yang, Yufei
13 Yuan, Ya-xiang
13 Zhu, Wei
12 Chang, Huibin
12 Duan, Yuping
12 Liu, Jun
12 Ma, Tian-Hui
12 Shen, Yuan
12 Wu, Boying
12 Wu, Zhongming
12 Yang, Junfeng
11 Goldfarb, Donald
11 He, Bingsheng
11 Ji, Hui
11 Li, Fang
11 Lu, Zhaosong
11 Lui, Lok Ming
11 Ma, Feng
11 Patrinos, Panagiotis
11 Ryu, Ernest K.
11 Xiao, Yunhai
11 Yan, Ming
10 Bi, Shujun
10 Chen, Wengu
10 Kang, Myeongmin
10 Li, Min
10 Qi, Liqun
10 Tao, Min
10 Tran Dinh Quoc
10 Xin, Jack X.
10 Xiu, Naihua
10 Xu, Yuesheng
10 Zhang, Hongchao
10 Zhang, Xiongjun
9 Boyd, Stephen Poythress
9 Cai, Jian-Feng
9 Chen, Yunmei
9 Cheng, Wanyou
9 Dai, Yu-Hong
9 Darbon, Jerome
9 Dong, Bin
9 Fadili, Jalal M.
9 Jiang, Bo
9 Li, Huaqing
9 Liang, Jingwei
9 Liu, Sanyang
9 So, Anthony Man-Cho
9 Villa, Silvia
9 Wang, Zheng
9 Yashtini, Maryam
8 Bai, Yanqin
8 Chang, Xiaokai
8 Chow, Yat Tin
8 Gelb, Anne
8 Gilboa, Guy
8 Huang, Zheng-Hai
8 Ji, Teng-Yu
8 Jiao, Yuling
8 Lin, Zhouchen
8 Lorenz, Dirk Alfred
8 Lu, Xiliang
8 Möller, Michael
...and 4,037 more Authors
all top 5

Cited in 298 Serials

161 Journal of Scientific Computing
123 SIAM Journal on Optimization
106 Computational Optimization and Applications
103 SIAM Journal on Imaging Sciences
68 SIAM Journal on Scientific Computing
67 Journal of Computational and Applied Mathematics
64 Mathematical Programming. Series A. Series B
64 Journal of Mathematical Imaging and Vision
61 Inverse Problems
58 Journal of Optimization Theory and Applications
56 Automatica
54 Inverse Problems and Imaging
49 Journal of Global Optimization
45 Applied Mathematics and Computation
41 Information Sciences
41 Applied and Computational Harmonic Analysis
39 Mathematical Problems in Engineering
39 Optimization Methods & Software
36 Numerical Algorithms
36 Journal of Machine Learning Research (JMLR)
33 Journal of Computational Physics
32 Computers & Mathematics with Applications
30 Computational and Applied Mathematics
29 Journal of the Operations Research Society of China
28 Advances in Computational Mathematics
27 Applied Mathematical Modelling
25 Journal of the Franklin Institute
24 Applied Numerical Mathematics
24 Optimization Letters
23 Mathematics of Computation
22 Optimization
22 Journal of Industrial and Management Optimization
20 Mathematical Programming Computation
19 Science China. Mathematics
16 Neural Networks
16 International Journal of Computer Mathematics
16 Journal of Inequalities and Applications
15 SIAM Journal on Matrix Analysis and Applications
15 Multidimensional Systems and Signal Processing
15 International Journal of Computer Vision
15 Abstract and Applied Analysis
14 Set-Valued and Variational Analysis
13 Numerische Mathematik
13 SIAM Journal on Numerical Analysis
11 Computational Statistics and Data Analysis
11 Journal of Applied Mathematics
11 Inverse Problems in Science and Engineering
11 SIAM Journal on Mathematics of Data Science
10 Mathematics of Operations Research
10 Machine Learning
10 Analysis and Applications (Singapore)
10 Computational & Mathematical Methods in Medicine
9 Linear Algebra and its Applications
9 ETNA. Electronic Transactions on Numerical Analysis
9 Foundations of Computational Mathematics
9 Journal of Applied Mathematics and Computing
9 International Journal of Wavelets, Multiresolution and Information Processing
8 Mathematical Methods in the Applied Sciences
8 SIAM Journal on Control and Optimization
8 Systems & Control Letters
8 Operations Research Letters
8 European Journal of Operational Research
8 Journal of Computational and Graphical Statistics
8 Numerical Algebra, Control and Optimization
8 Journal of Nonlinear and Variational Analysis
7 Journal of Mathematical Analysis and Applications
7 Calcolo
7 Optimal Control Applications & Methods
7 International Journal of Robust and Nonlinear Control
7 Journal of Inverse and Ill-Posed Problems
7 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
6 BIT
6 Journal of the American Statistical Association
6 Neural Computation
6 SIAM Journal on Applied Mathematics
6 The Journal of Fourier Analysis and Applications
6 INFORMS Journal on Computing
6 Communications in Computational Physics
5 Computer Methods in Applied Mechanics and Engineering
5 International Journal of Control
5 Applied Mathematics and Optimization
5 Journal of Multivariate Analysis
5 Numerical Functional Analysis and Optimization
5 Circuits, Systems, and Signal Processing
5 Journal of Computational Mathematics
5 Acta Mathematicae Applicatae Sinica. English Series
5 Asia-Pacific Journal of Operational Research
5 Pattern Recognition
5 Soft Computing
5 Multiscale Modeling & Simulation
5 Journal of Fixed Point Theory and Applications
5 Frontiers of Mathematics in China
5 Statistics and Computing
5 East Asian Journal on Applied Mathematics
4 Linear and Multilinear Algebra
4 The Annals of Statistics
4 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
4 Operations Research
4 Signal Processing
4 Annals of Operations Research
...and 198 more Serials
all top 5

Cited in 49 Fields

1,325 Operations research, mathematical programming (90-XX)
1,254 Numerical analysis (65-XX)
687 Information and communication theory, circuits (94-XX)
526 Computer science (68-XX)
412 Calculus of variations and optimal control; optimization (49-XX)
253 Statistics (62-XX)
181 Linear and multilinear algebra; matrix theory (15-XX)
157 Operator theory (47-XX)
140 Systems theory; control (93-XX)
127 Partial differential equations (35-XX)
107 Biology and other natural sciences (92-XX)
47 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
42 Harmonic analysis on Euclidean spaces (42-XX)
30 Probability theory and stochastic processes (60-XX)
26 Functional analysis (46-XX)
23 Differential geometry (53-XX)
22 Combinatorics (05-XX)
20 Ordinary differential equations (34-XX)
20 Global analysis, analysis on manifolds (58-XX)
20 Mechanics of deformable solids (74-XX)
19 Real functions (26-XX)
17 Dynamical systems and ergodic theory (37-XX)
17 Approximations and expansions (41-XX)
17 Fluid mechanics (76-XX)
16 Optics, electromagnetic theory (78-XX)
16 Geophysics (86-XX)
9 Quantum theory (81-XX)
8 Convex and discrete geometry (52-XX)
8 Statistical mechanics, structure of matter (82-XX)
7 Integral equations (45-XX)
5 General topology (54-XX)
4 Functions of a complex variable (30-XX)
4 Mechanics of particles and systems (70-XX)
3 Algebraic geometry (14-XX)
3 Integral transforms, operational calculus (44-XX)
3 Mathematics education (97-XX)
2 General and overarching topics; collections (00-XX)
2 History and biography (01-XX)
2 Number theory (11-XX)
2 Measure and integration (28-XX)
2 Geometry (51-XX)
2 Classical thermodynamics, heat transfer (80-XX)
2 Astronomy and astrophysics (85-XX)
1 Group theory and generalizations (20-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Special functions (33-XX)
1 Abstract harmonic analysis (43-XX)
1 Algebraic topology (55-XX)
1 Manifolds and cell complexes (57-XX)

Citations by Year

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