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Author ID: lin.qihang Recent zbMATH articles by "Lin, Qihang"
Published as: Lin, Qihang

Publications by Year

Citations contained in zbMATH Open

21 Publications have been cited 137 times in 123 Documents Cited by Year
An accelerated randomized proximal coordinate gradient method and its application to regularized empirical risk minimization. Zbl 1329.65127
Lin, Qihang; Lu, Zhaosong; Xiao, Lin
37
2015
Smoothing proximal gradient method for general structured sparse regression. Zbl 1243.62100
Chen, Xi; Lin, Qihang; Kim, Seyoung; Carbonell, Jaime G.; Xing, Eric P.
19
2012
An adaptive accelerated proximal gradient method and its homotopy continuation for sparse optimization. Zbl 1341.90102
Lin, Qihang; Xiao, Lin
15
2015
Ordered \(K\)-theory for \(C^*\)-algebras of minimal homeomorphisms. Zbl 0929.46058
Lin, Q.; Phillips, Christopher
14
1998
RSG: beating subgradient method without smoothness and strong convexity. Zbl 1444.90092
Yang, Tianbao; Lin, Qihang
11
2018
Weakly-convex-concave min-max optimization: provable algorithms and applications in machine learning. Zbl 1502.90194
Rafique, Hassan; Liu, Mingrui; Lin, Qihang; Yang, Tianbao
10
2022
On degrees of freedom of projection estimators with applications to multivariate nonparametric regression. Zbl 1437.62138
Chen, Xi; Lin, Qihang; Sen, Bodhisattva
8
2020
A level-set method for convex optimization with a feasible solution path. Zbl 1411.90268
Lin, Qihang; Nadarajah, Selvaprabu; Soheili, Negar
6
2018
DSCOVR: randomized primal-dual block coordinate algorithms for asynchronous distributed optimization. Zbl 1484.90081
Xiao, Lin; Yu, Adams Wei; Lin, Qihang; Chen, Weizhu
6
2019
A sparsity preserving stochastic gradient methods for sparse regression. Zbl 1401.62129
Lin, Qihang; Chen, Xi; Peña, Javier
5
2014
Distributed stochastic variance reduced gradient methods by sampling extra data with replacement. Zbl 1435.68380
Lee, Jason D.; Lin, Qihang; Ma, Tengyu; Yang, Tianbao
3
2017
First-order convergence theory for weakly-convex-weakly-concave min-max problems. Zbl 07415112
Liu, Mingrui; Rafique, Hassan; Lin, Qihang; Yang, Tianbao
3
2021
Complexity of an inexact proximal-point penalty method for constrained smooth non-convex optimization. Zbl 1490.90230
Lin, Qihang; Ma, Runchao; Xu, Yangyang
3
2022
Statistical decision making for optimal budget allocation in crowd labeling. Zbl 1410.91305
Chen, Xi; Lin, Qihang; Zhou, Dengyong
3
2015
Bayesian decision process for cost-efficient dynamic ranking via crowdsourcing. Zbl 1437.90086
Chen, Xi; Jiao, Kevin; Lin, Qihang
2
2016
Water wave diffraction by a bottom-mounted circular cylinder clamped to an elastic plate floating on a two-layer fluid. Zbl 1297.76033
Lin, Q.; Lu, D. Q.
2
2014
Accelerate stochastic subgradient method by leveraging local growth condition. Zbl 1431.90104
Xu, Yi; Lin, Qihang; Yang, Tianbao
2
2019
A data efficient and feasible level set method for stochastic convex optimization with expectation constraints. Zbl 1518.90079
Lin, Qihang; Nadarajah, Selvaprabu; Soheili, Negar; Yang, Tianbao
1
2020
On data preconditioning for regularized loss minimization. Zbl 1357.68190
Yang, Tianbao; Jin, Rong; Zhu, Shenghuo; Lin, Qihang
1
2016
Hybrid predictive models: when an interpretable model collaborates with a black-box model. Zbl 07415080
Wang, Tong; Lin, Qihang
1
2021
A smoothing stochastic gradient method for composite optimization. Zbl 1306.90108
Lin, Qihang; Chen, Xi; Peña, Javier
1
2014
Weakly-convex-concave min-max optimization: provable algorithms and applications in machine learning. Zbl 1502.90194
Rafique, Hassan; Liu, Mingrui; Lin, Qihang; Yang, Tianbao
10
2022
Complexity of an inexact proximal-point penalty method for constrained smooth non-convex optimization. Zbl 1490.90230
Lin, Qihang; Ma, Runchao; Xu, Yangyang
3
2022
First-order convergence theory for weakly-convex-weakly-concave min-max problems. Zbl 07415112
Liu, Mingrui; Rafique, Hassan; Lin, Qihang; Yang, Tianbao
3
2021
Hybrid predictive models: when an interpretable model collaborates with a black-box model. Zbl 07415080
Wang, Tong; Lin, Qihang
1
2021
On degrees of freedom of projection estimators with applications to multivariate nonparametric regression. Zbl 1437.62138
Chen, Xi; Lin, Qihang; Sen, Bodhisattva
8
2020
A data efficient and feasible level set method for stochastic convex optimization with expectation constraints. Zbl 1518.90079
Lin, Qihang; Nadarajah, Selvaprabu; Soheili, Negar; Yang, Tianbao
1
2020
DSCOVR: randomized primal-dual block coordinate algorithms for asynchronous distributed optimization. Zbl 1484.90081
Xiao, Lin; Yu, Adams Wei; Lin, Qihang; Chen, Weizhu
6
2019
Accelerate stochastic subgradient method by leveraging local growth condition. Zbl 1431.90104
Xu, Yi; Lin, Qihang; Yang, Tianbao
2
2019
RSG: beating subgradient method without smoothness and strong convexity. Zbl 1444.90092
Yang, Tianbao; Lin, Qihang
11
2018
A level-set method for convex optimization with a feasible solution path. Zbl 1411.90268
Lin, Qihang; Nadarajah, Selvaprabu; Soheili, Negar
6
2018
Distributed stochastic variance reduced gradient methods by sampling extra data with replacement. Zbl 1435.68380
Lee, Jason D.; Lin, Qihang; Ma, Tengyu; Yang, Tianbao
3
2017
Bayesian decision process for cost-efficient dynamic ranking via crowdsourcing. Zbl 1437.90086
Chen, Xi; Jiao, Kevin; Lin, Qihang
2
2016
On data preconditioning for regularized loss minimization. Zbl 1357.68190
Yang, Tianbao; Jin, Rong; Zhu, Shenghuo; Lin, Qihang
1
2016
An accelerated randomized proximal coordinate gradient method and its application to regularized empirical risk minimization. Zbl 1329.65127
Lin, Qihang; Lu, Zhaosong; Xiao, Lin
37
2015
An adaptive accelerated proximal gradient method and its homotopy continuation for sparse optimization. Zbl 1341.90102
Lin, Qihang; Xiao, Lin
15
2015
Statistical decision making for optimal budget allocation in crowd labeling. Zbl 1410.91305
Chen, Xi; Lin, Qihang; Zhou, Dengyong
3
2015
A sparsity preserving stochastic gradient methods for sparse regression. Zbl 1401.62129
Lin, Qihang; Chen, Xi; Peña, Javier
5
2014
Water wave diffraction by a bottom-mounted circular cylinder clamped to an elastic plate floating on a two-layer fluid. Zbl 1297.76033
Lin, Q.; Lu, D. Q.
2
2014
A smoothing stochastic gradient method for composite optimization. Zbl 1306.90108
Lin, Qihang; Chen, Xi; Peña, Javier
1
2014
Smoothing proximal gradient method for general structured sparse regression. Zbl 1243.62100
Chen, Xi; Lin, Qihang; Kim, Seyoung; Carbonell, Jaime G.; Xing, Eric P.
19
2012
Ordered \(K\)-theory for \(C^*\)-algebras of minimal homeomorphisms. Zbl 0929.46058
Lin, Q.; Phillips, Christopher
14
1998
all top 5

Cited by 268 Authors

6 Richtárik, Peter
5 Lin, Qihang
5 Xu, Yangyang
4 Chen, Xi
4 Zhang, Shuzhong
3 Chambolle, Antonin
3 Fercoq, Olivier
3 Lu, Haihao
3 Lu, Zhaosong
3 Mairal, Julien
3 Qu, Zheng
3 Rosasco, Lorenzo A.
3 Villa, Silvia
3 Yang, Tianbao
2 Bach, Francis R.
2 Chen, Yunxiao
2 Dai, Sheng
2 Diakonikolas, Jelena
2 Harchaoui, Zaid
2 Hong, Mingyi
2 Jiang, Bo
2 Jordan, Michael Irwin
2 Lan, Guanghui
2 Lei, Lihua
2 Li, Xiaoou
2 Patrascu, Andrei-Tudor
2 Pock, Thomas
2 Sun, Ruoyu
2 Vũ, Bằng Công
2 Wang, Tong
2 Xu, Zi
2 Yuan, Xiaotong
2 Zhang, Junyu
2 Zhao, Renbo
1 Agarwal, Naman
1 Alli-Oke, Razak O.
1 Aybat, Necdet Serhat
1 Balashov, Maxim Viktorovich
1 Balasubramanian, Krishnakumar
1 Bellec, Pierre C.
1 Bernardi, Mauro
1 Böhm, Axel
1 Boţ, Radu Ioan
1 Bullins, Brian
1 Calatroni, Luca
1 Canale, Antonio
1 Cen, Shicong
1 Chao, Shih-Kang
1 Chen, Kun
1 Chen, Pin-Yu
1 Chen, Siyu
1 Chen, Yuxin
1 Chernozhukov, Victor
1 Chesneau, Christophe
1 Chi, Yuejie
1 Csiba, Dominik
1 Curtis, Frank E.
1 Dai, Yutong
1 Davis, Damek Shea
1 Degras, David A.
1 Deng, Kangkang
1 Ding, Jie
1 Divani, Afshin A.
1 Do, Hyungrok
1 Dolgopolik, Maxim Vladimirovich
1 Dong, Qian
1 Drusvyatskiy, Dmitriy
1 Du, Yu
1 Fadili, Jalal M.
1 Fernández-Val, Iván
1 Freund, Robert M.
1 Friedman, Jerome Harold
1 Fukuda, Mituhiro
1 Galea, Sandro
1 Gao, Shangqian
1 Gao, Yanzeng
1 Grimmer, Benjamin
1 Gu, Chuanqing
1 Hamedani, Erfan Yazdandoost
1 Haneuse, Sebastien J.-P. A.
1 Härdle, Wolfgang Karl
1 Haskell, William Benjamin
1 Hazan, Elad
1 He, Niao
1 Heath, William Paul
1 Hendrikx, Hadrien
1 Hien, Le Thi Khanh
1 Hinder, Oliver
1 Horváth, Samuel
1 Hou, Yueen
1 Hovhannisyan, Vahan
1 Hu, Jiang
1 Huang, Feihu
1 Huang, Heng
1 Huang, Wenjie
1 Irofti, Paul
1 Ito, Masaru
1 Iusem, Alfredo Noel
1 Iutzeler, Franck
1 Jenatton, Rodolphe
...and 168 more Authors
all top 5

Cited in 46 Serials

20 SIAM Journal on Optimization
17 Journal of Machine Learning Research (JMLR)
11 Mathematical Programming. Series A. Series B
6 Journal of Optimization Theory and Applications
6 Computational Optimization and Applications
5 Optimization Methods & Software
4 Journal of Computational and Graphical Statistics
3 Applied Mathematics and Optimization
3 Biometrics
3 Mathematics of Operations Research
3 European Journal of Operational Research
2 Machine Learning
2 Journal of Global Optimization
2 Computational Statistics and Data Analysis
2 Bernoulli
2 INFORMS Journal on Computing
2 Optimization Letters
2 SIAM Journal on Mathematics of Data Science
1 Calcolo
1 Information Sciences
1 Journal of the American Statistical Association
1 Journal of Multivariate Analysis
1 Numerical Functional Analysis and Optimization
1 Optimization
1 Statistical Science
1 Applied Mathematics Letters
1 Journal of Scientific Computing
1 Neural Computation
1 SIAM Review
1 SIAM Journal on Scientific Computing
1 Applied and Computational Harmonic Analysis
1 Statistica Sinica
1 Sbornik: Mathematics
1 Econometric Theory
1 Analysis and Applications (Singapore)
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Acta Numerica
1 Advances in Data Analysis and Classification. ADAC
1 The Annals of Applied Statistics
1 SIAM Journal on Imaging Sciences
1 Set-Valued and Variational Analysis
1 Mathematical Programming Computation
1 Journal of the Operations Research Society of China
1 Journal of Nonlinear and Variational Analysis
1 SMAI Journal of Computational Mathematics
1 SN Operations Research Forum

Citations by Year