Edit Profile (opens in new tab) Yang, Tianbao Co-Author Distance Author ID: yang.tianbao Published as: Yang, Tianbao Documents Indexed: 94 Publications since 1987, including 66 Additional arXiv Preprints Co-Authors: 72 Co-Authors with 84 Joint Publications 2,076 Co-Co-Authors all top 5 Co-Authors 2 single-authored 27 Jin, Rong 24 Zhang, Lijun 20 Lin, Qihang 16 Xu, Yi 11 Yuan, Zhuoning 10 Liu, Mingrui 9 Zhu, Shenghuo 8 Guo, Zhishuai 7 Yan, Yan 6 Hu, Quanqi 6 Mahdavi, Mehrdad 5 Qiu, Zi-Hao 4 Qi, Qi 4 Wang, Bokun 4 Yi, Jinfeng 4 Zhou, Zhihua 3 Wang, Guanghui 3 Yao, Yao 3 Yin, Wotao 3 Ying, Yiming 3 Zhang, Wei 3 Zhu, Dixian 2 Chen, Zaiyi 2 Cui, Xiaodong 2 Das, Payel 2 Ecer, Akin 2 Hoi, Steven C. H. 2 Lee, Jason D. 2 Liu, Wei 2 Lopez, Isaac 2 Ma, Tengyu 2 Mroueh, Youssef 2 Rafique, Hassan 2 Ross, Jerret 2 Wang, Yibo 2 Zhong, Yongjian 2 Zhou, Denny 1 Bai, Erwei 1 Bi, Jinbo 1 Breheny, Patrick 1 Chan, Kung-Sik 1 Chang, I-Hui 1 Chen, Changyou 1 Chen, Enhong 1 Chi, Yun 1 Deddens, James A. 1 Du, Xianzhi 1 Gong, Yihong 1 Hu, Haoyuan 1 Ignisio, J. 1 Jacob, Jamey D. 1 Ji, Shuiwang 1 Li, Yu-Feng 1 Lu, Shiyin 1 Luo, Jiebo 1 Luo, Youzhi 1 Lyu, Jiameng 1 Ma, Runchao 1 Nadarajah, Selvaprabu 1 Orabona, Francesco 1 Pal, Soumitra 1 Peligrad, Magda 1 Qin, Jiayu 1 Rajasekaran, Sanguthevar 1 Shen, Li 1 Soheili, Negar 1 Sonka, Milan 1 Tseng, Lewis 1 Wan, Yuanyu 1 Wang, Xiaoyu 1 Wang, Xuanhui 1 Wu, Lingyu 1 Wu, Xiaodong 1 Wu, Yuexin 1 Xu, Tingyang 1 Xu, Zhao 1 Yang, Sen 1 Zeng, YaoHui 1 Zhao, Peilin 1 Zhou, Bowen all top 5 Serials 7 Machine Learning 6 Journal of Machine Learning Research (JMLR) 2 IEEE Transactions on Information Theory 2 International Journal of Production Research 1 Journal of Statistical Physics 1 Journal of the Operational Research Society 1 Computational Statistics and Data Analysis 1 Optimization Methods & Software 1 Analysis and Applications (Singapore) all top 5 Fields 14 Computer science (68-XX) 13 Operations research, mathematical programming (90-XX) 6 Statistics (62-XX) 5 Numerical analysis (65-XX) 3 Fluid mechanics (76-XX) 3 Information and communication theory, circuits (94-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Probability theory and stochastic processes (60-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 22 Publications have been cited 119 times in 107 Documents Cited by ▼ Year ▼ Detecting communities and their evolutions in dynamic social networks – a Bayesian approach. Zbl 1237.91189 Yang, Tianbao; Chi, Yun; Zhu, Shenghuo; Gong, Yihong; Jin, Rong 29 2011 RSG: beating subgradient method without smoothness and strong convexity. Zbl 1444.90092 Yang, Tianbao; Lin, Qihang 14 2018 Trading regret for efficiency: online convex optimization with long term constraints. Zbl 1434.90141 Mahdavi, Mehrdad; Jin, Rong; Yang, Tianbao 13 2012 Tabu-search simulation optimization approach for flow-shop scheduling with multiple processors – a case study. Zbl 1060.90654 Yang, T.; Kuo, Y.; Chang, I-Hui 11 2004 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 Online multiple kernel classification. Zbl 1260.68332 Hoi, Steven C. H.; Jin, Rong; Zhao, Peilin; Yang, Tianbao 9 2013 Distributed stochastic variance reduced gradient methods by sampling extra data with replacement. Zbl 1435.68380 Lee, Jason D.; Lin, Qihang; Ma, Tengyu; Yang, Tianbao 8 2017 An efficient primal dual prox method for non-smooth optimization. Zbl 1311.90188 Yang, Tianbao; Mahdavi, Mehrdad; Jin, Rong; Zhu, Shenghuo 8 2015 Online multiple kernel learning: algorithms and mistake bounds. Zbl 1306.68131 Jin, Rong; Hoi, Steven C. H.; Yang, Tianbao 8 2010 Random projections for classification: a recovery approach. Zbl 1360.94105 Zhang, Lijun; Mahdavi, Mehrdad; Jin, Rong; Yang, Tianbao; Zhu, Shenghuo 5 2014 De Giorgi argument for weighted \(L^2\cap L^{\infty}\) solutions to the non-cutoff Boltzmann equation. Zbl 1504.35210 Alonso, R.; Morimoto, Y.; Sun, W.; Yang, T. 5 2023 Improved bounds for the Nyström method with application to kernel classification. Zbl 1364.65097 Jin, Rong; Yang, Tianbao; Mahdavi, Mehrdad; Li, Yu-Feng; Zhou, Zhi-Hua 4 2013 First-order convergence theory for weakly-convex-weakly-concave min-max problems. Zbl 07415112 Liu, Mingrui; Rafique, Hassan; Lin, Qihang; Yang, Tianbao 3 2021 On strong consistency of kernel estimators under dependence assumptions. Zbl 0631.62038 Deddens, J.; Peligrad, M.; Yang, T. 2 1987 Solving a multi-objective simulation model using a hybrid response surface method and lexicographical goal programming approach – a case study on integrated circuit ink-marking machines. Zbl 1138.90389 Yang, T.; Tseng, L. 2 2002 Accelerate stochastic subgradient method by leveraging local growth condition. Zbl 1431.90104 Xu, Yi; Lin, Qihang; Yang, Tianbao 2 2019 Hybrid safe-strong rules for efficient optimization in Lasso-type problems. Zbl 1510.62313 Zeng, Yaohui; Yang, Tianbao; Breheny, Patrick 2 2021 A review of lattice Boltzmann models for compressible flows. Zbl 1076.76577 Hsu, A. T.; Yang, T.; Lopez, I.; Ecer, A. 1 2004 Regret bounded by gradual variation for online convex optimization. Zbl 1320.68154 Yang, Tianbao; Mahdavi, Mehrdad; Jin, Rong; Zhu, Shenghuo 1 2014 On data preconditioning for regularized loss minimization. Zbl 1357.68190 Yang, Tianbao; Jin, Rong; Zhu, Shenghuo; Lin, Qihang 1 2016 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 Relative error bound analysis for nuclear norm regularized matrix completion. Zbl 1440.65053 Zhang, Lijun; Yang, Tianbao; Jin, Rong; Zhou, Zhi-Hua 1 2019 De Giorgi argument for weighted \(L^2\cap L^{\infty}\) solutions to the non-cutoff Boltzmann equation. Zbl 1504.35210 Alonso, R.; Morimoto, Y.; Sun, W.; Yang, T. 5 2023 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 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 safe-strong rules for efficient optimization in Lasso-type problems. Zbl 1510.62313 Zeng, Yaohui; Yang, Tianbao; Breheny, Patrick 2 2021 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 Accelerate stochastic subgradient method by leveraging local growth condition. Zbl 1431.90104 Xu, Yi; Lin, Qihang; Yang, Tianbao 2 2019 Relative error bound analysis for nuclear norm regularized matrix completion. Zbl 1440.65053 Zhang, Lijun; Yang, Tianbao; Jin, Rong; Zhou, Zhi-Hua 1 2019 RSG: beating subgradient method without smoothness and strong convexity. Zbl 1444.90092 Yang, Tianbao; Lin, Qihang 14 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 8 2017 On data preconditioning for regularized loss minimization. Zbl 1357.68190 Yang, Tianbao; Jin, Rong; Zhu, Shenghuo; Lin, Qihang 1 2016 An efficient primal dual prox method for non-smooth optimization. Zbl 1311.90188 Yang, Tianbao; Mahdavi, Mehrdad; Jin, Rong; Zhu, Shenghuo 8 2015 Random projections for classification: a recovery approach. Zbl 1360.94105 Zhang, Lijun; Mahdavi, Mehrdad; Jin, Rong; Yang, Tianbao; Zhu, Shenghuo 5 2014 Regret bounded by gradual variation for online convex optimization. Zbl 1320.68154 Yang, Tianbao; Mahdavi, Mehrdad; Jin, Rong; Zhu, Shenghuo 1 2014 Online multiple kernel classification. Zbl 1260.68332 Hoi, Steven C. H.; Jin, Rong; Zhao, Peilin; Yang, Tianbao 9 2013 Improved bounds for the Nyström method with application to kernel classification. Zbl 1364.65097 Jin, Rong; Yang, Tianbao; Mahdavi, Mehrdad; Li, Yu-Feng; Zhou, Zhi-Hua 4 2013 Trading regret for efficiency: online convex optimization with long term constraints. Zbl 1434.90141 Mahdavi, Mehrdad; Jin, Rong; Yang, Tianbao 13 2012 Detecting communities and their evolutions in dynamic social networks – a Bayesian approach. Zbl 1237.91189 Yang, Tianbao; Chi, Yun; Zhu, Shenghuo; Gong, Yihong; Jin, Rong 29 2011 Online multiple kernel learning: algorithms and mistake bounds. Zbl 1306.68131 Jin, Rong; Hoi, Steven C. H.; Yang, Tianbao 8 2010 Tabu-search simulation optimization approach for flow-shop scheduling with multiple processors – a case study. Zbl 1060.90654 Yang, T.; Kuo, Y.; Chang, I-Hui 11 2004 A review of lattice Boltzmann models for compressible flows. Zbl 1076.76577 Hsu, A. T.; Yang, T.; Lopez, I.; Ecer, A. 1 2004 Solving a multi-objective simulation model using a hybrid response surface method and lexicographical goal programming approach – a case study on integrated circuit ink-marking machines. Zbl 1138.90389 Yang, T.; Tseng, L. 2 2002 On strong consistency of kernel estimators under dependence assumptions. Zbl 0631.62038 Deddens, J.; Peligrad, M.; Yang, T. 2 1987 all cited Publications top 5 cited Publications all top 5 Cited by 261 Authors 7 Yang, Tianbao 4 Grimmer, Benjamin 4 Jin, Rong 4 Latouche, Pierre 4 Lin, Qihang 3 Bouveyron, Charles 3 Zhang, Lijun 3 Zhang, Liwei 2 Başar, Tamer 2 Cao, Xuanyu 2 Chi, Yuejie 2 Corneli, Marco 2 Hoi, Steven C. H. 2 Hu, Wenyu 2 Huang, Shuangping 2 Jin, Lianwen 2 Jordan, Michael Irwin 2 Lee, Kevin H. 2 Lei, Lihua 2 Li, Boyue 2 Li, Xiaocheng 2 Lu, Haihao 2 Marino, Maria Francesca 2 Pandolfi, Silvia 2 Patrascu, Andrei-Tudor 2 Pensky, Marianna 2 Rastelli, Riccardo 2 Richtárik, Peter 2 Rossi, Fabrice 2 Tu, Zhihui 2 Xiao, Xiantao 2 Xu, Zi 2 Xue, Lingzhou 2 Ye, Yinyu 2 Zhao, Peilin 2 Zhou, Zhihua 2 Zreik, Rawya 1 Amini, Arash Ali 1 Arunrat, Tipsuda 1 Balashov, Maxim Viktorovich 1 Balasubramanian, Krishnakumar 1 Bartolucci, Francesco 1 Barucca, Paolo 1 Böhm, Axel 1 Bose, Subhonmesh 1 Boţ, Radu Ioan 1 Breheny, Patrick 1 Brentan, Bruno M. 1 Cen, Shicong 1 Chen, Guo 1 Chen, Tianyi 1 Chen, Xi 1 Chen, Xue 1 Chen, Yuguo 1 Chen, Yuxin 1 Cheng, Changming 1 Chi, Eric C. 1 Dai, Mengxi 1 Dai, Mingcheng 1 Davis, Damek Shea 1 Diethe, Tom 1 Ding, Jie 1 Ding, Xiaofeng 1 Dolgopolik, Maxim Vladimirovich 1 Dong, Shi 1 Dong, Xingjian 1 Drusvyatskiy, Dmitriy 1 Dutta, Aritra 1 Eckley, Idris A. 1 Fan, Jianqing 1 Fang, Yuan 1 Fop, Michael 1 Fossier, Simon 1 Fournier, Gaëtan 1 Fraiman, Daniel 1 Fraiman, Nicolas 1 Fraiman, Ricardo 1 Gao, Shangqian 1 Gao, Yang 1 Giannakis, Georgios B. 1 Girolami, Mark A. 1 Gittens, Alex A. 1 Gong, Maoguo 1 Guo, Yongyi 1 Haj, Abir El 1 Harchaoui, Zaid 1 Haskell, William Benjamin 1 He, Niao 1 Hero, Alfred O. III 1 Herrera, Manuel 1 Hinder, Oliver 1 Hledík, Juraj 1 Ho-Nguyen, Nam 1 Ho, Daniel W. C. 1 Horváth, Samuel 1 Hu, Yanli 1 Huang, Feihu 1 Huang, Heng 1 Huang, Jinhong 1 Huang, Wenjie ...and 161 more Authors all top 5 Cited in 56 Serials 12 Journal of Machine Learning Research (JMLR) 6 Mathematical Programming. Series A. Series B 5 Machine Learning 5 Electronic Journal of Statistics 4 Journal of Optimization Theory and Applications 4 Statistics and Computing 4 SIAM Journal on Mathematics of Data Science 3 Information Sciences 3 Journal of Global Optimization 3 Computational Statistics and Data Analysis 3 SIAM Journal on Optimization 2 Automatica 2 Journal of the American Statistical Association 2 Applied Mathematics Letters 2 European Journal of Operational Research 2 Data Mining and Knowledge Discovery 2 Advances in Data Analysis and Classification. ADAC 2 International Journal of Systems Science. Principles and Applications of Systems and Integration 1 Journal of Computational Physics 1 Journal of the Franklin Institute 1 Physica A 1 The Annals of Statistics 1 Applied Mathematics and Computation 1 Applied Mathematics and Optimization 1 Computing 1 Journal of Computational and Applied Mathematics 1 Journal of Multivariate Analysis 1 Numerical Functional Analysis and Optimization 1 Operations Research 1 Optimization 1 Journal of Computer Science and Technology 1 Journal of Scientific Computing 1 Neural Computation 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 Journal of Statistical Computation and Simulation 1 Linear Algebra and its Applications 1 Test 1 Statistica Sinica 1 Complexity 1 Sbornik: Mathematics 1 INFORMS Journal on Computing 1 Mathematical Problems in Engineering 1 Optimization Methods & Software 1 Foundations of Computational Mathematics 1 Entropy 1 Journal of Applied Mathematics and Computing 1 Analysis and Applications (Singapore) 1 International Journal of Wavelets, Multiresolution and Information Processing 1 Statistical Methods and Applications 1 Optimization Letters 1 Computational & Mathematical Methods in Medicine 1 Set-Valued and Variational Analysis 1 Statistics Surveys 1 Journal of Nonlinear and Variational Analysis 1 SN Operations Research Forum all top 5 Cited in 16 Fields 48 Operations research, mathematical programming (90-XX) 39 Statistics (62-XX) 33 Computer science (68-XX) 21 Numerical analysis (65-XX) 10 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 9 Combinatorics (05-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 4 Probability theory and stochastic processes (60-XX) 3 Functional analysis (46-XX) 2 Operator theory (47-XX) 2 Systems theory; control (93-XX) 2 Information and communication theory, circuits (94-XX) 1 Real functions (26-XX) 1 Mechanics of particles and systems (70-XX) 1 Biology and other natural sciences (92-XX) Citations by Year