Edit Profile (opens in new tab) Kolar, Mladen Compute Distance To: Compute Author ID: kolar.mladen Published as: Kolar, Mladen; Kolar, M. Homepage: https://www.chicagobooth.edu/faculty/directory/k/mladen-kolar External Links: MGP Documents Indexed: 23 Publications since 2010 Co-Authors: 27 Co-Authors with 23 Joint Publications 827 Co-Co-Authors all top 5 Co-Authors 0 single-authored 4 Liu, Han 3 Na, Sen 3 Xing, Eric P. 3 Yu, Ming 2 Chen, You-Lin 2 Lu, Junwei 2 Rinaldo, Alessandro 2 Wang, Zhaoran 2 Wasserman, Larry Alan 1 Ahmed, Amr 1 Balakrishnan, Sivaraman 1 Dai, Ran 1 Foygel Barber, Rina 1 Gaynanova, Irina 1 Kim, Byol 1 Koyejo, Oluwasanmi 1 Lafferty, John D. 1 Lee, Jason D. 1 Liu, Song 1 Mahdavi, Mehrdad 1 Singh, Aarti 1 Song, Le 1 Srebro, Nathan 1 Taddy, Matthew A. 1 Tsay, Ruey S. 1 Wang, Jialei 1 Yang, Zhuoran all top 5 Serials 8 Electronic Journal of Statistics 6 Journal of Machine Learning Research (JMLR) 2 The Annals of Applied Statistics 1 IEEE Transactions on Information Theory 1 The Annals of Statistics 1 Biometrika 1 Journal of the American Statistical Association 1 Bernoulli 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Computational and Graphical Statistics all top 5 Fields 22 Statistics (62-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Computer science (68-XX) 3 Operations research, mathematical programming (90-XX) 2 Combinatorics (05-XX) 1 History and biography (01-XX) 1 Numerical analysis (65-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 18 Publications have been cited 109 times in 90 Documents Cited by ▼ Year ▼ Estimating time-varying networks. Zbl 1189.62142Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P. 44 2010 ROCKET: robust confidence intervals via Kendall’s tau for transelliptical graphical models. Zbl 1410.62059Barber, Rina Foygel; Kolar, Mladen 12 2018 Sketching meets random projection in the dual: a provable recovery algorithm for big and high-dimensional data. Zbl 1470.62068Wang, Jialei; Lee, Jason D.; Mahdavi, Mehrdad; Kolar, Mladen; Srebro, Nathan 9 2017 Estimating networks with jumps. Zbl 1295.62032Kolar, Mladen; Xing, Eric P. 7 2012 Optimal feature selection in high-dimensional discriminant analysis. Zbl 1359.62250Kolar, Mladen; Liu, Han 5 2015 Union support recovery in multi-task learning. Zbl 1280.62047Kolar, Mladen; Lafferty, John; Wasserman, Larry 4 2011 Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach. Zbl 1434.90161Yu, Ming; Gupta, Varun; Kolar, Mladen 4 2020 Simultaneous inference for pairwise graphical models with generalized score matching. Zbl 1502.62073Yu, Ming; Gupta, Varun; Kolar, Mladen 4 2020 Optimal variable selection in multi-group sparse discriminant analysis. Zbl 1323.62060Gaynanova, Irina; Kolar, Mladen 3 2015 Berry-Esseen bounds for estimating undirected graphs. Zbl 1298.62089Wasserman, Larry; Kolar, Mladen; Rinaldo, Alessandro 3 2014 High-dimensional varying index coefficient models via Stein’s identity. Zbl 1446.62145Na, Sen; Yang, Zhuoran; Wang, Zhaoran; Kolar, Mladen 3 2019 Graph estimation from multi-attribute data. Zbl 1319.62113Kolar, Mladen; Liu, Han; Xing, Eric P. 2 2014 Recovering block-structured activations using compressive measurements. Zbl 1366.62034Balakrishnan, Sivaraman; Kolar, Mladen; Rinaldo, Alessandro; Singh, Aarti 2 2017 Kernel meets sieve: post-regularization confidence bands for sparse additive model. Zbl 1453.62476Lu, Junwei; Kolar, Mladen; Liu, Han 2 2020 High-dimensional index volatility models via Stein’s identity. Zbl 1469.62268Na, Sen; Kolar, Mladen 2 2021 Post-regularization inference for time-varying nonparanormal graphical models. Zbl 1473.62198Lu, Junwei; Kolar, Mladen; Liu, Han 1 2018 Discussion of “Coauthorship and citation networks for statisticians”. Zbl 1454.62544Kolar, Mladen; Taddy, Matt 1 2016 Estimating differential latent variable graphical models with applications to brain connectivity. Zbl 07458264Na, S.; Kolar, M.; Koyejo, O. 1 2021 High-dimensional index volatility models via Stein’s identity. Zbl 1469.62268Na, Sen; Kolar, Mladen 2 2021 Estimating differential latent variable graphical models with applications to brain connectivity. Zbl 07458264Na, S.; Kolar, M.; Koyejo, O. 1 2021 Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach. Zbl 1434.90161Yu, Ming; Gupta, Varun; Kolar, Mladen 4 2020 Simultaneous inference for pairwise graphical models with generalized score matching. Zbl 1502.62073Yu, Ming; Gupta, Varun; Kolar, Mladen 4 2020 Kernel meets sieve: post-regularization confidence bands for sparse additive model. Zbl 1453.62476Lu, Junwei; Kolar, Mladen; Liu, Han 2 2020 High-dimensional varying index coefficient models via Stein’s identity. Zbl 1446.62145Na, Sen; Yang, Zhuoran; Wang, Zhaoran; Kolar, Mladen 3 2019 ROCKET: robust confidence intervals via Kendall’s tau for transelliptical graphical models. Zbl 1410.62059Barber, Rina Foygel; Kolar, Mladen 12 2018 Post-regularization inference for time-varying nonparanormal graphical models. Zbl 1473.62198Lu, Junwei; Kolar, Mladen; Liu, Han 1 2018 Sketching meets random projection in the dual: a provable recovery algorithm for big and high-dimensional data. Zbl 1470.62068Wang, Jialei; Lee, Jason D.; Mahdavi, Mehrdad; Kolar, Mladen; Srebro, Nathan 9 2017 Recovering block-structured activations using compressive measurements. Zbl 1366.62034Balakrishnan, Sivaraman; Kolar, Mladen; Rinaldo, Alessandro; Singh, Aarti 2 2017 Discussion of “Coauthorship and citation networks for statisticians”. Zbl 1454.62544Kolar, Mladen; Taddy, Matt 1 2016 Optimal feature selection in high-dimensional discriminant analysis. Zbl 1359.62250Kolar, Mladen; Liu, Han 5 2015 Optimal variable selection in multi-group sparse discriminant analysis. Zbl 1323.62060Gaynanova, Irina; Kolar, Mladen 3 2015 Berry-Esseen bounds for estimating undirected graphs. Zbl 1298.62089Wasserman, Larry; Kolar, Mladen; Rinaldo, Alessandro 3 2014 Graph estimation from multi-attribute data. Zbl 1319.62113Kolar, Mladen; Liu, Han; Xing, Eric P. 2 2014 Estimating networks with jumps. Zbl 1295.62032Kolar, Mladen; Xing, Eric P. 7 2012 Union support recovery in multi-task learning. Zbl 1280.62047Kolar, Mladen; Lafferty, John; Wasserman, Larry 4 2011 Estimating time-varying networks. Zbl 1189.62142Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P. 44 2010 all cited Publications top 5 cited Publications all top 5 Cited by 210 Authors 7 Kolar, Mladen 3 Gaynanova, Irina 3 Lian, Heng 3 Liu, Han 3 Ren, Zhao 3 Shen, Xiaotong 2 Baladandayuthapani, Veerabhadran 2 Bühlmann, Peter 2 Cai, Tony Tony 2 Foygel Barber, Rina 2 Hirayama, Junichiro 2 Hyvärinen, Aapo 2 Li, Peili 2 Li, Rui 2 Lin, Zhenhua 2 Müller, Hans-Georg 2 Ni, Yang 2 Ning, Yang 2 Pan, Wei 2 Peng, Jie 2 Stingo, Francesco Claudio 2 Vannucci, Marina 2 Xiao, Yunhai 2 Xing, Eric P. 2 Zhang, Anru R. 2 Zhang, Fode 2 Zheng, Zemin 1 Adametz, David 1 Aggarwal, Charu C. 1 Almquist, Zack W. 1 Ambroise, Christophe 1 Anderlucci, Laura 1 Bah, Bubacarr 1 Barbero, Álvaro 1 Bartlett, Thomas E. 1 Berahas, Albert S. 1 Bhamidi, Shankar 1 Böhm, Alexander 1 Bollapragada, Raghu 1 Bunea, Florentina 1 Bybee, Leland 1 Cabrera, Wellington 1 Chakrabarti, Deepayan 1 Chen, Li-Pang 1 Chiquet, Julien 1 Claeskens, Gerda 1 Dai, Ran 1 Dey, Partha Sarathi 1 Dinicu, Claudiu 1 Dobbe, Roel 1 Dorn, Mary Frances 1 Du, Xingqi 1 Eisenach, Carson 1 Fan, Yingying 1 Fang, Kuangnan 1 Farrell, Max H. 1 Fraiman, Daniel 1 Fraiman, Nicolas 1 Fraiman, Ricardo 1 Fu, Wenjie 1 Fuji, Terunari 1 Gao, Chen 1 Ghosal, Subhashis 1 Gibberd, A. J. 1 Gittens, Alex A. 1 Grandvalet, Yves 1 Guo, Xiao 1 Hamadani, Ali Zeinal 1 Han, Rungang 1 He, Kejun 1 He, Shiyuan 1 He, Yong 1 Huang, Jianhua Z. 1 Hudson, Aaron 1 Ishii, Shin 1 Ito, Kazufumi 1 Jahfari, Sara 1 Ji, Jiadong 1 Jiang, Binyan 1 Jin, Bangti 1 Jordan, Michael Irwin 1 Kang, Yongjian 1 Kawanabe, Motoaki 1 Khalili, Abbas 1 Kiviniemi, Vesa 1 Kong, Yinfei 1 Kosmidis, Ioannis 1 Kovács, Solt 1 Kowal, Daniel R. 1 Kreiß, Alexander 1 Kurtz, Jannis 1 Lafferty, John D. 1 Lee, Jason D. 1 Lee, Jihui 1 Lei, Jing 1 Li, Ang 1 Li, Gen 1 Li, Kangqiang 1 Li, Liwan 1 Li, Shuang ...and 110 more Authors all top 5 Cited in 38 Serials 13 Electronic Journal of Statistics 8 The Annals of Statistics 6 Journal of Machine Learning Research (JMLR) 4 Journal of the American Statistical Association 4 Journal of Multivariate Analysis 4 Machine Learning 4 The Annals of Applied Statistics 4 Journal of Computational and Graphical Statistics 3 Statistics & Probability Letters 3 Statistical Science 3 Computational Statistics and Data Analysis 3 Statistics and Computing 2 Neural Computation 2 Journal of Statistical Computation and Simulation 2 SIAM Journal on Optimization 2 Bernoulli 1 ACM Computing Surveys 1 Journal of the Franklin Institute 1 Annals of the Institute of Statistical Mathematics 1 Automatica 1 Information Sciences 1 Journal of Econometrics 1 Journal of Statistical Planning and Inference 1 Probability Theory and Related Fields 1 Neural Networks 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Mathematical Programming. Series A. Series B 1 Test 1 Optimization Methods & Software 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Quantitative Finance 1 Statistical Methods and Applications 1 Statistical Analysis and Data Mining 1 Sankhyā. Series A 1 Journal of the Operations Research Society of China 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 12 Fields 77 Statistics (62-XX) 11 Combinatorics (05-XX) 10 Numerical analysis (65-XX) 10 Operations research, mathematical programming (90-XX) 7 Computer science (68-XX) 5 Biology and other natural sciences (92-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Probability theory and stochastic processes (60-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 1 Functional analysis (46-XX) 1 Systems theory; control (93-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year