Edit Profile (opens in new tab) Dobriban, Edgar Co-Author Distance Author ID: dobriban.edgar Published as: Dobriban, Edgar; Dobriban, E. Documents Indexed: 25 Publications since 2013, including 6 Additional arXiv Preprints Co-Authors: 35 Co-Authors with 19 Joint Publications 1,363 Co-Co-Authors all top 5 Co-Authors 6 single-authored 3 Liu, Sifan 3 Singer, Amit 2 Leeb, William E. 2 Owen, Art B. 2 Sheng, Yue 1 Ali, Alnur 1 Bandeira, Afonso S. 1 Chen, Shuxiao 1 Chiu, Chih-Yuan 1 Fan, Jianqing 1 Fortney, Kristen 1 Gunasekar, Suriya 1 Kim, Stuart K. 1 Lacotte, Jonathan 1 Lee, Jane H. 1 Li, Zhiyuan 1 Lin, Licong 1 Liu, Lydia T. 1 Liu, Qiang 1 Ma, Yi 1 Mixon, Dustin G. 1 Pai, Druv 1 Pilanci, Mert 1 Psenka, Michael 1 Rebeschini, Patrick 1 Ren, Tongzheng 1 Richards, Dominic 1 Sawin, William F. 1 Tibshirani, Ryan J. 1 Wager, Stefan 1 Ward, Rachel A. 1 Woodruff, David P. 1 Wu, Manxi 1 Wu, Shanshan 1 Wu, Xiaoxia all top 5 Serials 6 The Annals of Statistics 3 Journal of Machine Learning Research (JMLR) 2 IEEE Transactions on Information Theory 2 Biometrika 1 Journal of the Franklin Institute 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 The Annals of Applied Statistics 1 Random Matrices: Theory and Applications 1 Information and Inference 1 Communications in Mathematics and Statistics all top 5 Fields 14 Statistics (62-XX) 6 Computer science (68-XX) 3 Probability theory and stochastic processes (60-XX) 3 Information and communication theory, circuits (94-XX) 2 Numerical analysis (65-XX) 2 Operations research, mathematical programming (90-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Integral equations (45-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 17 Publications have been cited 163 times in 131 Documents Cited by ▼ Year ▼ High-dimensional asymptotics of prediction: ridge regression and classification. Zbl 1428.62307 Dobriban, Edgar; Wager, Stefan 32 2018 Certifying the restricted isometry property is hard. Zbl 1364.94109 Bandeira, Afonso S.; Dobriban, Edgar; Mixon, Dustin G.; Sawin, William F. 31 2013 Deterministic parallel analysis: an improved method for selecting factors and principal components. Zbl 1407.62216 Dobriban, Edgar; Owen, Art B. 15 2019 Efficient computation of limit spectra of sample covariance matrices. Zbl 1330.65029 Dobriban, Edgar 12 2014 \(e\)PCA: high dimensional exponential family PCA. Zbl 1411.62376 Liu, Lydia T.; Dobriban, Edgar; Singer, Amit 12 2018 Sharp detection in PCA under correlations: all eigenvalues matter. Zbl 1486.62182 Dobriban, Edgar 9 2017 Permutation methods for factor analysis and PCA. Zbl 1460.62093 Dobriban, Edgar 9 2020 Optimal prediction in the linearly transformed spiked model. Zbl 1441.62158 Dobriban, Edgar; Leeb, William; Singer, Amit 8 2020 Distributed linear regression by averaging. Zbl 1486.62199 Dobriban, Edgar; Sheng, Yue 8 2021 WONDER: weighted one-shot distributed ridge regression in high dimensions. Zbl 1498.68232 Dobriban, Edgar; Sheng, Yue 6 2020 Regularity properties for sparse regression. Zbl 1341.62212 Dobriban, Edgar; Fan, Jianqing 5 2016 How to reduce dimension with PCA and random projections? Zbl 1489.94047 Yang, Fan; Liu, Sifan; Dobriban, Edgar; Woodruff, David P. 5 2021 Optimal multiple testing under a Gaussian prior on the effect sizes. Zbl 1419.62341 Dobriban, Edgar; Fortney, Kristen; Kim, Stuart K.; Owen, Art B. 4 2015 Fast closed testing for exchangeable local tests. Zbl 1451.62041 Dobriban, E. 3 2020 Weighted mining of massive collections of \(P\)-values by convex optimization. Zbl 1470.90074 Dobriban, Edgar 2 2018 Consistency of invariance-based randomization tests. Zbl 07610777 Dobriban, Edgar 1 2022 What causes the test error? Going beyond bias-variance via ANOVA. Zbl 07415098 Lin, Licong; Dobriban, Edgar 1 2021 Consistency of invariance-based randomization tests. Zbl 07610777 Dobriban, Edgar 1 2022 Distributed linear regression by averaging. Zbl 1486.62199 Dobriban, Edgar; Sheng, Yue 8 2021 How to reduce dimension with PCA and random projections? Zbl 1489.94047 Yang, Fan; Liu, Sifan; Dobriban, Edgar; Woodruff, David P. 5 2021 What causes the test error? Going beyond bias-variance via ANOVA. Zbl 07415098 Lin, Licong; Dobriban, Edgar 1 2021 Permutation methods for factor analysis and PCA. Zbl 1460.62093 Dobriban, Edgar 9 2020 Optimal prediction in the linearly transformed spiked model. Zbl 1441.62158 Dobriban, Edgar; Leeb, William; Singer, Amit 8 2020 WONDER: weighted one-shot distributed ridge regression in high dimensions. Zbl 1498.68232 Dobriban, Edgar; Sheng, Yue 6 2020 Fast closed testing for exchangeable local tests. Zbl 1451.62041 Dobriban, E. 3 2020 Deterministic parallel analysis: an improved method for selecting factors and principal components. Zbl 1407.62216 Dobriban, Edgar; Owen, Art B. 15 2019 High-dimensional asymptotics of prediction: ridge regression and classification. Zbl 1428.62307 Dobriban, Edgar; Wager, Stefan 32 2018 \(e\)PCA: high dimensional exponential family PCA. Zbl 1411.62376 Liu, Lydia T.; Dobriban, Edgar; Singer, Amit 12 2018 Weighted mining of massive collections of \(P\)-values by convex optimization. Zbl 1470.90074 Dobriban, Edgar 2 2018 Sharp detection in PCA under correlations: all eigenvalues matter. Zbl 1486.62182 Dobriban, Edgar 9 2017 Regularity properties for sparse regression. Zbl 1341.62212 Dobriban, Edgar; Fan, Jianqing 5 2016 Optimal multiple testing under a Gaussian prior on the effect sizes. Zbl 1419.62341 Dobriban, Edgar; Fortney, Kristen; Kim, Stuart K.; Owen, Art B. 4 2015 Efficient computation of limit spectra of sample covariance matrices. Zbl 1330.65029 Dobriban, Edgar 12 2014 Certifying the restricted isometry property is hard. Zbl 1364.94109 Bandeira, Afonso S.; Dobriban, Edgar; Mixon, Dustin G.; Sawin, William F. 31 2013 all cited Publications top 5 cited Publications all top 5 Cited by 271 Authors 9 Dobriban, Edgar 5 Leeb, William E. 5 Mixon, Dustin G. 4 Ding, Xiucai 3 Bandeira, Afonso S. 3 Fan, Jianqing 3 Krzakąła, Florent 3 Lou, Yifei 3 Rosset, Saharon 3 Tibshirani, Ryan J. 3 Zhao, Bingxin 3 Zhu, Hongtu 2 Bai, Zhi-Dong 2 Bangun, Arya 2 Cai, Tony Tony 2 Chen, Jun 2 Cui, Hugo 2 Fickus, Matthew C. 2 Goeman, Jelle J. 2 He, Yinqiu 2 Heiny, Johannes 2 Ji, Hong Chang 2 Johnstone, Iain Murray 2 Josse, Julie 2 Loureiro, Bruno 2 Mathar, Rudolf 2 Mikosch, Thomas 2 Ninomiya, Yoshiyuki 2 Ramdas, Aaditya K. 2 Singer, Amit 2 van Nee, Mirrelijn M. 2 Xu, Gongjun 2 Zdeborová, Lenka 2 Zhang, Anru R. 2 Zhang, Xianyang 2 Zheng, Shurong 2 Zou, Fei 1 Aishima, Kensuke 1 Ariizumi, Ryo 1 Arroyo, Edward 1 Arroyo, Fangjun H. 1 Artemiou, Andreas 1 Asai, Toru 1 Azuma, Shun-Ichi 1 Bach, Francis R. 1 Bai, Ray 1 Balzano, Laura 1 Banerjee, Moulinath 1 Bao, Zhigang 1 Bardenet, Rémi 1 Behboodi, Arash 1 Belhadji, Ayoub 1 Belkin, Mikhail 1 Berthet, Quentin 1 Bertsimas, Dimitris John 1 Bhadra, Anindya 1 Bhaskara, Aditya 1 Bi, Ning 1 Bigot, Jéremie 1 Bouchaud, Jean-Philippe 1 Boyer, Claire 1 Bun, Joël 1 Cahill, Jameson 1 Candès, Emmanuel J. 1 Cao, Hongyuan 1 Chainais, Pierre 1 Chiquet, Julien 1 Clum, Charles 1 Cordero-Grande, Lucilio 1 Costa, Carina Moreira 1 Couillet, Romain 1 Culotta-López, Cosme 1 Datta, Jyotishka 1 Deledalle, Charles-Alban 1 Ding, Jiajun 1 Dong, Hongbo 1 Donoho, David Leigh 1 Durand, Guillermo A. 1 Eftekhari, Hamid 1 El Alaoui, Ahmed 1 Fadili, Jalal M. 1 Fan, Zhou 1 Fessler, Jeffrey A. 1 Fithian, William 1 Foucart, Simon 1 Foygel Barber, Rina 1 Furtlehner, Cyril 1 Gao, Jiti 1 Garrigos, Guillaume 1 Gavish, Matan 1 Gerbelot, Cédric 1 Ghose, Amur 1 Ghosh, Malay 1 Ghosh, Nikhil 1 Goldt, Sebastian 1 Gu, Hong 1 Guo, Jianhua 1 Han, Qiyang 1 Han, Rungang 1 Hastie, Trevor John ...and 171 more Authors all top 5 Cited in 51 Serials 26 The Annals of Statistics 7 Journal of the American Statistical Association 7 Journal of Machine Learning Research (JMLR) 6 SIAM Journal on Mathematics of Data Science 5 Computational Statistics and Data Analysis 5 Statistica Sinica 4 Biometrics 4 Journal of Statistical Mechanics: Theory and Experiment 3 Stochastic Processes and their Applications 3 SIAM Journal on Scientific Computing 3 Bernoulli 2 Journal of Computational and Applied Mathematics 2 Journal of Statistical Planning and Inference 2 Statistics & Probability Letters 2 Electronic Journal of Probability 2 The Journal of Fourier Analysis and Applications 2 Electronic Journal of Statistics 2 The Annals of Applied Statistics 2 Sankhyā. Series A 2 Journal of the Japan Statistical Society. Japanese Issue 2 Sampling Theory, Signal Processing, and Data Analysis 1 The Canadian Journal of Statistics 1 Journal of Statistical Physics 1 Physics Reports 1 Psychometrika 1 Scandinavian Journal of Statistics 1 Theory of Probability and its Applications 1 Journal of Econometrics 1 Journal of Multivariate Analysis 1 Circuits, Systems, and Signal Processing 1 Constructive Approximation 1 Statistical Science 1 International Journal of Approximate Reasoning 1 The Annals of Applied Probability 1 Linear Algebra and its Applications 1 Mathematical Programming. Series A. Series B 1 International Journal of Robust and Nonlinear Control 1 Applied and Computational Harmonic Analysis 1 Statistical Papers 1 Advances in Computational Mathematics 1 INFORMS Journal on Computing 1 Mathematical Problems in Engineering 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Analysis and Applications (Singapore) 1 Journal of Statistical Theory and Practice 1 SIAM Journal on Imaging Sciences 1 Science China. Mathematics 1 Journal of Computational and Graphical Statistics 1 Statistics and Computing 1 Communications in Mathematics and Statistics 1 SIAM/ASA Journal on Uncertainty Quantification all top 5 Cited in 19 Fields 93 Statistics (62-XX) 31 Probability theory and stochastic processes (60-XX) 23 Information and communication theory, circuits (94-XX) 18 Linear and multilinear algebra; matrix theory (15-XX) 16 Computer science (68-XX) 15 Operations research, mathematical programming (90-XX) 10 Numerical analysis (65-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 4 Harmonic analysis on Euclidean spaces (42-XX) 4 Functional analysis (46-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Combinatorics (05-XX) 2 Approximations and expansions (41-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Number theory (11-XX) 1 Abstract harmonic analysis (43-XX) 1 Operator theory (47-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Citations by Year