×
Author ID: kolar.mladen Recent zbMATH articles by "Kolar, Mladen"
Published as: Kolar, Mladen; Kolar, M.
Homepage: https://www.chicagobooth.edu/faculty/directory/k/mladen-kolar
External Links: MGP

Publications by Year

Citations contained in zbMATH Open

22 Publications have been cited 137 times in 111 Documents Cited by Year
Estimating time-varying networks. Zbl 1189.62142
Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P.
48
2010
ROCKET: robust confidence intervals via Kendall’s tau for transelliptical graphical models. Zbl 1410.62059
Barber, Rina Foygel; Kolar, Mladen
14
2018
Sketching meets random projection in the dual: a provable recovery algorithm for big and high-dimensional data. Zbl 1470.62068
Wang, Jialei; Lee, Jason D.; Mahdavi, Mehrdad; Kolar, Mladen; Srebro, Nathan
11
2017
Estimating networks with jumps. Zbl 1295.62032
Kolar, Mladen; Xing, Eric P.
9
2012
Simultaneous inference for pairwise graphical models with generalized score matching. Zbl 1502.62073
Yu, Ming; Gupta, Varun; Kolar, Mladen
6
2020
Optimal feature selection in high-dimensional discriminant analysis. Zbl 1359.62250
Kolar, Mladen; Liu, Han
6
2015
High-dimensional varying index coefficient models via Stein’s identity. Zbl 1446.62145
Na, Sen; Yang, Zhuoran; Wang, Zhaoran; Kolar, Mladen
5
2019
Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach. Zbl 1434.90161
Yu, Ming; Gupta, Varun; Kolar, Mladen
4
2020
An adaptive stochastic sequential quadratic programming with differentiable exact augmented Lagrangians. Zbl 1518.90057
Na, Sen; Anitescu, Mihai; Kolar, Mladen
4
2023
Union support recovery in multi-task learning. Zbl 1280.62047
Kolar, Mladen; Lafferty, John; Wasserman, Larry
4
2011
Kernel meets sieve: post-regularization confidence bands for sparse additive model. Zbl 1453.62476
Lu, Junwei; Kolar, Mladen; Liu, Han
4
2020
High-dimensional index volatility models via Stein’s identity. Zbl 1469.62268
Na, Sen; Kolar, Mladen
3
2021
Berry-Esseen bounds for estimating undirected graphs. Zbl 1298.62089
Wasserman, Larry; Kolar, Mladen; Rinaldo, Alessandro
3
2014
Optimal variable selection in multi-group sparse discriminant analysis. Zbl 1323.62060
Gaynanova, Irina; Kolar, Mladen
3
2015
Estimation of a low-rank topic-based model for information cascades. Zbl 1498.91331
Yu, Ming; Gupta, Varun; Kolar, Mladen
2
2020
Estimating differential latent variable graphical models with applications to brain connectivity. Zbl 07458264
Na, S.; Kolar, M.; Koyejo, O.
2
2021
Recovering block-structured activations using compressive measurements. Zbl 1366.62034
Balakrishnan, Sivaraman; Kolar, Mladen; Rinaldo, Alessandro; Singh, Aarti
2
2017
Post-regularization inference for time-varying nonparanormal graphical models. Zbl 1473.62198
Lu, Junwei; Kolar, Mladen; Liu, Han
2
2018
Graph estimation from multi-attribute data. Zbl 1319.62113
Kolar, Mladen; Liu, Han; Xing, Eric P.
2
2014
Tensor canonical correlation analysis with convergence and statistical guarantees. Zbl 07499913
Chen, You-Lin; Kolar, Mladen; Tsay, Ruey S.
1
2021
Two-sample inference for high-dimensional Markov networks. Zbl 07555287
Kim, Byol; Liu, Song; Kolar, Mladen
1
2021
Discussion of “Coauthorship and citation networks for statisticians”. Zbl 1454.62544
Kolar, Mladen; Taddy, Matt
1
2016
An adaptive stochastic sequential quadratic programming with differentiable exact augmented Lagrangians. Zbl 1518.90057
Na, Sen; Anitescu, Mihai; Kolar, Mladen
4
2023
High-dimensional index volatility models via Stein’s identity. Zbl 1469.62268
Na, Sen; Kolar, Mladen
3
2021
Estimating differential latent variable graphical models with applications to brain connectivity. Zbl 07458264
Na, S.; Kolar, M.; Koyejo, O.
2
2021
Tensor canonical correlation analysis with convergence and statistical guarantees. Zbl 07499913
Chen, You-Lin; Kolar, Mladen; Tsay, Ruey S.
1
2021
Two-sample inference for high-dimensional Markov networks. Zbl 07555287
Kim, Byol; Liu, Song; Kolar, Mladen
1
2021
Simultaneous inference for pairwise graphical models with generalized score matching. Zbl 1502.62073
Yu, Ming; Gupta, Varun; Kolar, Mladen
6
2020
Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach. Zbl 1434.90161
Yu, Ming; Gupta, Varun; Kolar, Mladen
4
2020
Kernel meets sieve: post-regularization confidence bands for sparse additive model. Zbl 1453.62476
Lu, Junwei; Kolar, Mladen; Liu, Han
4
2020
Estimation of a low-rank topic-based model for information cascades. Zbl 1498.91331
Yu, Ming; Gupta, Varun; Kolar, Mladen
2
2020
High-dimensional varying index coefficient models via Stein’s identity. Zbl 1446.62145
Na, Sen; Yang, Zhuoran; Wang, Zhaoran; Kolar, Mladen
5
2019
ROCKET: robust confidence intervals via Kendall’s tau for transelliptical graphical models. Zbl 1410.62059
Barber, Rina Foygel; Kolar, Mladen
14
2018
Post-regularization inference for time-varying nonparanormal graphical models. Zbl 1473.62198
Lu, Junwei; Kolar, Mladen; Liu, Han
2
2018
Sketching meets random projection in the dual: a provable recovery algorithm for big and high-dimensional data. Zbl 1470.62068
Wang, Jialei; Lee, Jason D.; Mahdavi, Mehrdad; Kolar, Mladen; Srebro, Nathan
11
2017
Recovering block-structured activations using compressive measurements. Zbl 1366.62034
Balakrishnan, Sivaraman; Kolar, Mladen; Rinaldo, Alessandro; Singh, Aarti
2
2017
Discussion of “Coauthorship and citation networks for statisticians”. Zbl 1454.62544
Kolar, Mladen; Taddy, Matt
1
2016
Optimal feature selection in high-dimensional discriminant analysis. Zbl 1359.62250
Kolar, Mladen; Liu, Han
6
2015
Optimal variable selection in multi-group sparse discriminant analysis. Zbl 1323.62060
Gaynanova, Irina; Kolar, Mladen
3
2015
Berry-Esseen bounds for estimating undirected graphs. Zbl 1298.62089
Wasserman, Larry; Kolar, Mladen; Rinaldo, Alessandro
3
2014
Graph estimation from multi-attribute data. Zbl 1319.62113
Kolar, Mladen; Liu, Han; Xing, Eric P.
2
2014
Estimating networks with jumps. Zbl 1295.62032
Kolar, Mladen; Xing, Eric P.
9
2012
Union support recovery in multi-task learning. Zbl 1280.62047
Kolar, Mladen; Lafferty, John; Wasserman, Larry
4
2011
Estimating time-varying networks. Zbl 1189.62142
Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P.
48
2010
all top 5

Cited by 260 Authors

10 Kolar, Mladen
4 Liu, Han
4 Na, Sen
3 Gaynanova, Irina
3 Li, Lexin
3 Lian, Heng
3 Ren, Zhao
3 Shen, Xiaotong
2 Baladandayuthapani, Veerabhadran
2 Berahas, Albert S.
2 Bühlmann, Peter
2 Cai, Tony Tony
2 Dai, Xiaowu
2 Foygel Barber, Rina
2 Hirayama, Junichiro
2 Hyvärinen, Aapo
2 Li, Peili
2 Li, Rui
2 Lin, Zhenhua
2 Lu, Junwei
2 Mahoney, Michael W.
2 Müller, Hans-Georg
2 Ni, Yang
2 Ning, Yang
2 Pan, Wei
2 Peng, Jie
2 Raskutti, Garvesh
2 Shojaie, Ali
2 Stingo, Francesco Claudio
2 Vannucci, Marina
2 Wang, Zhaoran
2 Willett, Rebecca M.
2 Xiao, Yunhai
2 Xing, Eric P.
2 Yang, Zhuoran
2 Zhang, Anru R.
2 Zhang, Fode
2 Zhang, Xinsheng
2 Zheng, Zemin
1 Adametz, David
1 Aggarwal, Charu C.
1 Almquist, Zack W.
1 Ambroise, Christophe
1 Anderlucci, Laura
1 Anitescu, Mihai
1 Arıkan, Orhan
1 Bah, Bubacarr
1 Bai, Yue
1 Barbero, Álvaro
1 Bartlett, Thomas E.
1 Beznosikov, Aleksandr
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 Chen, You-Lin
1 Chiquet, Julien
1 Claeskens, Gerda
1 Constable, Todd
1 Dai, Ran
1 Dereziński, Michał
1 Dey, Partha Sarathi
1 Dinicu, Claudiu
1 Dobbe, Roel
1 Dorn, Mary Frances
1 Drton, Mathias
1 Du, Xingqi
1 Eisenach, Carson
1 Fan, Jianqing
1 Fan, Yingying
1 Fang, Kuangnan
1 Farrell, Max H.
1 Feng, Long
1 Fraiman, Daniel
1 Fraiman, Nicolas
1 Fraiman, Ricardo
1 Fu, Wenjie
1 Fuji, Terunari
1 Gao, Chen
1 Garcia, Tanya P.
1 Gasnikov, Aleksandr V.
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 Hu, Haoyan
1 Huang, Jianhua Z.
1 Huang, Zhenzhong
1 Hudson, Aaron
1 Ishii, Shin
...and 160 more Authors
all top 5

Cited in 46 Serials

14 Electronic Journal of Statistics
11 Journal of Machine Learning Research (JMLR)
8 The Annals of Statistics
8 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 Mathematical Programming. Series A. Series B
3 Statistics and Computing
2 Biometrics
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 Biometrical Journal
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 Linear Algebra and its Applications
1 Computational Optimization and Applications
1 Test
1 Statistica Sinica
1 Optimization Methods & Software
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 International Journal of Theoretical and Applied Finance
1 Quantitative Finance
1 Computational Management Science
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 Statistical Theory and Related Fields
1 SIAM Journal on Mathematics of Data Science

Citations by Year