Edit Profile (opens in new tab) Tan, Kean Ming Co-Author Distance Author ID: tan.kean-ming Published as: Tan, Kean Ming Documents Indexed: 14 Publications since 2014 1 Further Contribution Co-Authors: 23 Co-Authors with 15 Joint Publications 1,091 Co-Co-Authors all top 5 Co-Authors 0 single-authored 5 Liu, Han 5 Witten, Daniela M. 5 Zhang, Tong 3 Zhou, Wen-Xin 2 He, Xuming 2 Lu, Junwei 2 Pan, Xiaoou 2 Wang, Zhaoran 1 Bickel, Peter John 1 Boley, Nathan 1 Brown, James Bentley 1 Chen, Mengjie 1 Chen, Yunshun 1 Chung, Dongjun 1 Collado Torres, Leonardo 1 Cook, Ralph Dennis 1 Datta, Somnath 1 Datta, Susmita 1 Ding, Jie 1 Drton, Mathias 1 Du, Ruofei 1 Dudoit, Sandrine 1 Fang, Zhide 1 Fazel, Maryam 1 Foygel Barber, Rina 1 Frazee, Alyssa C. 1 Ghosh, Debashis 1 Gill, Ryan S. 1 Girirajan, Santhosh 1 Han, Lei 1 Hou, Lin 1 Hu, Yijuan 1 Huang, Haiyan 1 Jaffe, Andrew E. 1 Keles, Sunduz 1 Langmead, Ben 1 Lee, Su-In 1 Leek, Jeffrey T. 1 Li, Hongzhe 1 Liu, Peng 1 London, Palma 1 Lorenz, Douglas J. 1 Lun, Aaron T. L. 1 Mitra, Ritendranath 1 Mohan, Karthik 1 Nettleton, Dan 1 Ngai, John 1 Ning, Yang 1 Petersen, Ashley 1 Riebler, Andrea 1 Risso, Davide 1 Robinson, Mark D. 1 Salzman, Julia 1 Seshan, Venkatraman E. 1 Shojaie, Ali 1 Si, Yaqing 1 Smyth, Gordon K. 1 Speed, Terence Paul 1 Sun, Wei 1 Tarokh, Vahid 1 Wang, Lan 1 Xiong, Hao 1 Yang, Ting 1 Zhang, Kui 1 Zhang, Qi 1 Zhao, Hongyu 1 Zhi, Degui 1 Zhou, Jiaying all top 5 Serials 3 Journal of Machine Learning Research (JMLR) 2 The Annals of Statistics 2 Biometrika 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Biometrics 1 Journal of Econometrics 1 Computational Statistics and Data Analysis 1 Electronic Journal of Statistics 1 Frontiers in Probability and the Statistical Sciences Fields 14 Statistics (62-XX) 3 Computer science (68-XX) 2 Operations research, mathematical programming (90-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 12 Publications have been cited 69 times in 63 Documents Cited by ▼ Year ▼ Learning graphical models with hubs. Zbl 1318.68155Tan, Kean Ming; London, Palma; Mohan, Karthik; Lee, Su-In; Fazel, Maryam; Witten, Daniela 13 2014 Statistical properties of convex clustering. Zbl 1336.62193Tan, Kean Ming; Witten, Daniela 12 2015 Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow. Zbl 1407.62212Tan, Kean Ming; Wang, Zhaoran; Liu, Han; Zhang, Tong 9 2018 The cluster graphical Lasso for improved estimation of Gaussian graphical models. Zbl 1507.62165Tan, Kean Ming; Witten, Daniela; Shojaie, Ali 9 2015 A convex formulation for high-dimensional sparse sliced inverse regression. Zbl 1506.62285Tan, Kean Ming; Wang, Zhaoran; Zhang, Tong; Liu, Han; Cook, R. Dennis 8 2018 Replicates in high dimensions, with applications to latent variable graphical models. Zbl 1506.62322Tan, Kean Ming; Ning, Yang; Witten, Daniela M.; Liu, Han 6 2016 Smoothed quantile regression with large-scale inference. Zbl 07648718He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin 4 2023 Local uncertainty sampling for large-scale multiclass logistic regression. Zbl 1452.62163Han, Lei; Tan, Kean Ming; Yang, Ting; Zhang, Tong 3 2020 Laplace approximation in high-dimensional Bayesian regression. Zbl 1384.62077Barber, Rina Foygel; Drton, Mathias; Tan, Kean Ming 3 2016 Statistical analysis of next generation sequencing data. Zbl 1296.92001 3 2014 Scalable estimation and inference for censored quantile regression process. Zbl 07628845He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin 1 2022 High-dimensional quantile regression: convolution smoothing and concave regularization. Zbl 07593409Tan, Kean Ming; Wang, Lan; Zhou, Wen-Xin 1 2022 Smoothed quantile regression with large-scale inference. Zbl 07648718He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin 4 2023 Scalable estimation and inference for censored quantile regression process. Zbl 07628845He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin 1 2022 High-dimensional quantile regression: convolution smoothing and concave regularization. Zbl 07593409Tan, Kean Ming; Wang, Lan; Zhou, Wen-Xin 1 2022 Local uncertainty sampling for large-scale multiclass logistic regression. Zbl 1452.62163Han, Lei; Tan, Kean Ming; Yang, Ting; Zhang, Tong 3 2020 Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow. Zbl 1407.62212Tan, Kean Ming; Wang, Zhaoran; Liu, Han; Zhang, Tong 9 2018 A convex formulation for high-dimensional sparse sliced inverse regression. Zbl 1506.62285Tan, Kean Ming; Wang, Zhaoran; Zhang, Tong; Liu, Han; Cook, R. Dennis 8 2018 Replicates in high dimensions, with applications to latent variable graphical models. Zbl 1506.62322Tan, Kean Ming; Ning, Yang; Witten, Daniela M.; Liu, Han 6 2016 Laplace approximation in high-dimensional Bayesian regression. Zbl 1384.62077Barber, Rina Foygel; Drton, Mathias; Tan, Kean Ming 3 2016 Statistical properties of convex clustering. Zbl 1336.62193Tan, Kean Ming; Witten, Daniela 12 2015 The cluster graphical Lasso for improved estimation of Gaussian graphical models. Zbl 1507.62165Tan, Kean Ming; Witten, Daniela; Shojaie, Ali 9 2015 Learning graphical models with hubs. Zbl 1318.68155Tan, Kean Ming; London, Palma; Mohan, Karthik; Lee, Su-In; Fazel, Maryam; Witten, Daniela 13 2014 Statistical analysis of next generation sequencing data. Zbl 1296.92001 3 2014 all cited Publications top 5 cited Publications all top 5 Cited by 145 Authors 3 Liu, Han 3 Tan, Kean Ming 2 Allen, Genevera I. 2 Campbell, Trevor 2 Chen, Li-Pang 2 Ding, Shanshan 2 Guo, Xiao 2 Lu, Junwei 2 Nghiem, Linh H. 2 Ning, Yang 2 Qian, Wei 2 Sun, Defeng 2 Sun, Will Wei 2 Toh, Kim Chuan 2 Yang, Zhuoran 2 Yi, Grace Yun 2 Yu, Zhou 2 Yuan, Yancheng 2 Zhang, Hai 2 Zhang, Tong 1 Ai, Mingyao 1 Andrade, Daniel 1 Bertsimas, Dimitris John 1 Broderick, Tamara 1 Bunea, Florentina 1 Byrd, Michael C. 1 Cai, Xin 1 Cai, Zhibo 1 Cardoso, José Vinícius de M. 1 Chang, Tsung-Hui 1 Chaudhuri, Sanjay 1 Chen, Chi-Kan 1 Chen, Huangyue 1 Chen, Le-Yu 1 Chen, Xiaohui 1 Chen, You-Lin 1 Chi, Eric C. 1 Cook, Ralph Dennis 1 De Wiel, Mark A. van 1 Devijver, Emilie 1 Dinicu, Claudiu 1 Dunlap, Alexander 1 Eisenach, Carson 1 Fan, Jianqing 1 Fang, Ethan X. 1 Fang, Fang 1 Fang, Yixin 1 Frost, H. Robert 1 Fujisawa, Hironori 1 Fukumizu, Kenji 1 Gallopin, Mélina 1 Griffin, Maryclare 1 Gu, Jiaying 1 Guntuboyina, Adityanand 1 Hang, Weiqiang 1 He, Xuming 1 Hirose, Kei-ichi 1 Hoff, Peter D. 1 Hössjer, Ola G. 1 Hu, Taizhong 1 Hui, Francis K. C. 1 Hussami, Nadine 1 Jin, Baisuo 1 Karlsson, Måns 1 Kawano, Shuichi 1 Khalili, Abbas 1 Kolar, Mladen 1 Kong, Lingchen 1 Lamperski, Jourdain B. 1 Lee, Sokbae 1 Lei, Jing 1 Li, Jinglai 1 Li, Lexin 1 Li, Qia 1 Li, Yan 1 Liang, Jane W. 1 Liang, Yong 1 Lin, Guang 1 Lin, Wei 1 Liu, Li 1 Liu, Yiming 1 Luo, Wei 1 Mai, Qing 1 McGee, Monnie 1 McGillivray, Annaliza 1 Michailidis, George C. 1 Mourrat, Jean-Christophe 1 Müller, Samuel 1 Münch, Magnus M. 1 Nagorski, John 1 Neykov, Matey 1 Ong, Meng Hwee Victor 1 Palomar, Daniel Pérez 1 Pan, Xiaoou 1 Pauphilet, Jean 1 Roeder, Kathryn 1 Saha, Sujayam 1 Sen, Śaunak 1 Sese, Jun 1 Shi, Lei ...and 45 more Authors all top 5 Cited in 28 Serials 8 Journal of Machine Learning Research (JMLR) 5 Computational Statistics and Data Analysis 5 Journal of Computational and Graphical Statistics 4 The Annals of Statistics 4 Journal of the American Statistical Association 3 Statistica Sinica 3 Statistics and Computing 2 Biometrics 2 Journal of Econometrics 2 Journal of Multivariate Analysis 2 Communications in Statistics. Theory and Methods 2 Journal of Statistical Computation and Simulation 2 Mathematical Programming. Series A. Series B 2 SIAM Journal on Optimization 2 Electronic Journal of Statistics 2 The Annals of Applied Statistics 2 SIAM Journal on Mathematics of Data Science 1 The Canadian Journal of Statistics 1 Journal of the Franklin Institute 1 Scandinavian Journal of Statistics 1 Statistics & Probability Letters 1 Journal of Complexity 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 Mathematical Problems in Engineering 1 Statistical Applications in Genetics and Molecular Biology 1 Advances in Data Analysis and Classification. ADAC 1 Open Mathematics all top 5 Cited in 10 Fields 56 Statistics (62-XX) 8 Computer science (68-XX) 8 Operations research, mathematical programming (90-XX) 3 Combinatorics (05-XX) 3 Probability theory and stochastic processes (60-XX) 2 Biology and other natural sciences (92-XX) 1 Numerical analysis (65-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Systems theory; control (93-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year