Edit Profile (opens in new tab) Raskutti, Garvesh Co-Author Distance Author ID: raskutti.garvesh Published as: Raskutti, Garvesh External Links: MGP Documents Indexed: 28 Publications since 2010 Co-Authors: 29 Co-Authors with 28 Joint Publications 1,433 Co-Co-Authors all top 5 Co-Authors 0 single-authored 6 Yu, Bin 5 Song, Hyebin 5 Wainwright, Martin J. 5 Willett, Rebecca M. 4 Yuan, Ming 3 Dai, Ran 3 Foygel Barber, Rina 3 Mark, Benjamin 2 Chen, Han 2 Li, Yuan 2 Luo, Yuetian 2 Mukherjee, Sayan 2 Zhang, Anru R. 2 Zheng, Lili 1 Bühlmann, Peter 1 Forster, Malcolm R. 1 Guo, Weihong 1 Hall, Eric C. 1 Huang, Ting-Zhu 1 Jiang, Xin 1 Mahoney, Michael W. 1 Neiman, David 1 Park, Gunwoong 1 Ravikumar, Pradeep 1 Stern, Reuben 1 Uhler, Caroline 1 Wang, Si 1 Weinberger, Naftali 1 Zhou, Hao Henry all top 5 Serials 9 Journal of Machine Learning Research (JMLR) 7 IEEE Transactions on Information Theory 4 Electronic Journal of Statistics 2 The Annals of Statistics 2 SIAM Journal on Mathematics of Data Science 1 The British Journal for the Philosophy of Science 1 Journal of the American Statistical Association 1 Journal of Computational and Applied Mathematics all top 5 Fields 22 Statistics (62-XX) 8 Computer science (68-XX) 8 Information and communication theory, circuits (94-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 3 Numerical analysis (65-XX) 3 Operations research, mathematical programming (90-XX) 1 Combinatorics (05-XX) 1 Probability theory and stochastic processes (60-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 25 Publications have been cited 660 times in 567 Documents Cited by ▼ Year ▼ High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190 Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 192 2011 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 137 2011 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 86 2010 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 58 2012 Convex regularization for high-dimensional multiresponse tensor regression. Zbl 1428.62324 Raskutti, Garvesh; Yuan, Ming; Chen, Han 28 2019 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068 Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 28 2013 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 25 2014 A statistical perspective on randomized sketching for ordinary least-squares. Zbl 1436.62331 Raskutti, Garvesh; Mahoney, Michael W. 20 2016 Non-convex projected gradient descent for generalized low-rank tensor regression. Zbl 1483.62091 Chen, Han; Raskutti, Garvesh; Yuan, Ming 13 2019 The information geometry of mirror descent. Zbl 1359.94280 Raskutti, Garvesh; Mukherjee, Sayan 9 2015 Network estimation from point process data. Zbl 1431.94215 Mark, Benjamin; Raskutti, Garvesh; Willett, Rebecca 9 2019 Minimax optimal rates for Poisson inverse problems with physical constraints. Zbl 1359.94106 Jiang, Xin; Raskutti, Garvesh; Willett, Rebecca 8 2015 Learning high-dimensional generalized linear autoregressive models. Zbl 1432.62228 Hall, Eric C.; Raskutti, Garvesh; Willett, Rebecca M. 8 2019 Testing for high-dimensional network parameters in auto-regressive models. Zbl 1434.62201 Zheng, Lili; Raskutti, Garvesh 7 2019 ISLET: fast and optimal low-rank tensor regression via importance sketching. Zbl 1484.65095 Zhang, Anru R.; Luo, Yuetian; Raskutti, Garvesh; Yuan, Ming 7 2020 Learning quadratic variance function (QVF) DAG models via overdispersion scoring (ODS). Zbl 1470.68156 Park, Gunwoong; Raskutti, Garvesh 7 2018 Image inpainting using reproducing kernel Hilbert space and Heaviside functions. Zbl 1382.94026 Wang, Si; Guo, Weihong; Huang, Ting-Zhu; Raskutti, Garvesh 4 2017 PUlasso: high-dimensional variable selection with presence-only data. Zbl 1437.62239 Song, Hyebin; Raskutti, Garvesh 4 2020 Non-parametric sparse additive auto-regressive network models. Zbl 1431.62431 Zhou, Hao Henry; Raskutti, Garvesh 2 2019 The bias of isotonic regression. Zbl 1436.62137 Dai, Ran; Song, Hyebin; Barber, Rina Foygel; Raskutti, Garvesh 2 2020 A sharp blockwise tensor perturbation bound for orthogonal iteration. Zbl 07415122 Luo, Yuetian; Raskutti, Garvesh; Yuan, Ming; Zhang, Anru R. 2 2021 Minimax optimal convex methods for Poisson inverse problems under \(\ell_{q}\)-ball sparsity. Zbl 1401.90260 Li, Yuan; Raskutti, Garvesh 1 2018 Graph-based regularization for regression problems with alignment and highly correlated designs. Zbl 1483.62136 Li, Yuan; Mark, Benjamin; Raskutti, Garvesh; Willett, Rebecca; Song, Hyebin; Neiman, David 1 2020 The frugal inference of causal relations. Zbl 1400.62016 Forster, Malcolm; Raskutti, Garvesh; Stern, Reuben; Weinberger, Naftali 1 2018 Convex and non-convex approaches for statistical inference with class-conditional noisy labels. Zbl 1525.68126 Song, Hyebin; Dai, Ran; Raskutti, Garvesh; Barber, Rina Foygel 1 2020 A sharp blockwise tensor perturbation bound for orthogonal iteration. Zbl 07415122 Luo, Yuetian; Raskutti, Garvesh; Yuan, Ming; Zhang, Anru R. 2 2021 ISLET: fast and optimal low-rank tensor regression via importance sketching. Zbl 1484.65095 Zhang, Anru R.; Luo, Yuetian; Raskutti, Garvesh; Yuan, Ming 7 2020 PUlasso: high-dimensional variable selection with presence-only data. Zbl 1437.62239 Song, Hyebin; Raskutti, Garvesh 4 2020 The bias of isotonic regression. Zbl 1436.62137 Dai, Ran; Song, Hyebin; Barber, Rina Foygel; Raskutti, Garvesh 2 2020 Graph-based regularization for regression problems with alignment and highly correlated designs. Zbl 1483.62136 Li, Yuan; Mark, Benjamin; Raskutti, Garvesh; Willett, Rebecca; Song, Hyebin; Neiman, David 1 2020 Convex and non-convex approaches for statistical inference with class-conditional noisy labels. Zbl 1525.68126 Song, Hyebin; Dai, Ran; Raskutti, Garvesh; Barber, Rina Foygel 1 2020 Convex regularization for high-dimensional multiresponse tensor regression. Zbl 1428.62324 Raskutti, Garvesh; Yuan, Ming; Chen, Han 28 2019 Non-convex projected gradient descent for generalized low-rank tensor regression. Zbl 1483.62091 Chen, Han; Raskutti, Garvesh; Yuan, Ming 13 2019 Network estimation from point process data. Zbl 1431.94215 Mark, Benjamin; Raskutti, Garvesh; Willett, Rebecca 9 2019 Learning high-dimensional generalized linear autoregressive models. Zbl 1432.62228 Hall, Eric C.; Raskutti, Garvesh; Willett, Rebecca M. 8 2019 Testing for high-dimensional network parameters in auto-regressive models. Zbl 1434.62201 Zheng, Lili; Raskutti, Garvesh 7 2019 Non-parametric sparse additive auto-regressive network models. Zbl 1431.62431 Zhou, Hao Henry; Raskutti, Garvesh 2 2019 Learning quadratic variance function (QVF) DAG models via overdispersion scoring (ODS). Zbl 1470.68156 Park, Gunwoong; Raskutti, Garvesh 7 2018 Minimax optimal convex methods for Poisson inverse problems under \(\ell_{q}\)-ball sparsity. Zbl 1401.90260 Li, Yuan; Raskutti, Garvesh 1 2018 The frugal inference of causal relations. Zbl 1400.62016 Forster, Malcolm; Raskutti, Garvesh; Stern, Reuben; Weinberger, Naftali 1 2018 Image inpainting using reproducing kernel Hilbert space and Heaviside functions. Zbl 1382.94026 Wang, Si; Guo, Weihong; Huang, Ting-Zhu; Raskutti, Garvesh 4 2017 A statistical perspective on randomized sketching for ordinary least-squares. Zbl 1436.62331 Raskutti, Garvesh; Mahoney, Michael W. 20 2016 The information geometry of mirror descent. Zbl 1359.94280 Raskutti, Garvesh; Mukherjee, Sayan 9 2015 Minimax optimal rates for Poisson inverse problems with physical constraints. Zbl 1359.94106 Jiang, Xin; Raskutti, Garvesh; Willett, Rebecca 8 2015 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 25 2014 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068 Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 28 2013 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 58 2012 High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190 Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 192 2011 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 137 2011 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 86 2010 all cited Publications top 5 cited Publications all top 5 Cited by 1,004 Authors 14 Liu, Han 12 Cai, Tony Tony 12 Fan, Jianqing 11 Lian, Heng 11 Raskutti, Garvesh 10 Li, Lexin 10 Wainwright, Martin J. 9 Bühlmann, Peter 8 Zhou, Harrison H. 7 Park, Gunwoong 7 Shojaie, Ali 7 Van de Geer, Sara Anna 7 Zhang, Tong 6 Bi, Shujun 6 Pan, Shaohua 6 Ren, Zhao 6 Suzuki, Taiji 6 Yang, Yuehan 6 Yuan, Ming 6 Zhou, Dingxuan 5 Lu, Junwei 5 Mai, Qing 5 Mazumder, Rahul 5 Michailidis, George C. 5 Negahban, Sahand N. 5 Tsybakov, Alexandre B. 5 Uhler, Caroline 5 Wang, Weichen 5 Willett, Rebecca M. 5 Zou, Hui 4 Bradic, Jelena 4 Candès, Emmanuel J. 4 Chandrasekaran, Venkat 4 Cheng, Guang 4 Dalalyan, Arnak S. 4 Foygel Barber, Rina 4 Gao, Chao 4 Guo, Xiao 4 Guo, Zijian 4 Hazimeh, Hussein 4 Jiang, Binyan 4 Kolar, Mladen 4 Lee, Sokbae 4 Li, Hongzhe 4 Li, Rui 4 Li, Xin 4 Lin, Shaobo 4 Loh, Po-Ling 4 Lv, Shaogao 4 Ning, Yang 4 Rigollet, Philippe 4 Rothman, Adam J. 4 Song, Hyebin 4 Wang, Junhui 4 Zhang, Anru R. 4 Zhang, Hai 4 Zhao, Junlong 4 Zheng, Zemin 4 Zhou, Shuheng 4 Zhu, Yinchu 4 Zhu, Ziwei 3 Agarwal, Alekh 3 Anandkumar, Animashree 3 Bertsimas, Dimitris John 3 Dai, Xiaowu 3 Drton, Mathias 3 Forzani, Liliana 3 Gan, Lingrui 3 Ghosh, Malay 3 Han, Fang 3 He, Xin 3 Huang, Jian 3 Ingster, Yuriĭ Izmaĭlovich 3 Kaul, Abhishek 3 Lecué, Guillaume 3 Li, Quefeng 3 Liang, Feng 3 Liao, Yuan 3 Liu, Hanzhong 3 Liu, Jun S. 3 Liu, Weidong 3 Narisetty, Naveen Naidu 3 Ritov, Ya’acov 3 Shen, Yi 3 Slawski, Martin 3 Vybíral, Jan 3 Wang, Cheng 3 Wang, Lei 3 Willsky, Alan Steven 3 Wu, Dongya 3 Xia, Siwei 3 Xia, Yin 3 Xue, Lingzhou 3 Yu, Bin 3 Zhang, Cun-Hui 3 Zhang, Xin 3 Zhao, Hongyu 3 Zhu, Hongtu 2 Adams, Niall M. 2 Antoniadis, Anestis ...and 904 more Authors all top 5 Cited in 115 Serials 93 The Annals of Statistics 56 Electronic Journal of Statistics 49 Journal of Machine Learning Research (JMLR) 40 Journal of the American Statistical Association 22 Journal of Multivariate Analysis 22 Computational Statistics and Data Analysis 16 Journal of Computational and Graphical Statistics 15 Statistica Sinica 12 Bernoulli 11 Journal of Econometrics 10 Journal of Statistical Planning and Inference 8 Annals of the Institute of Statistical Mathematics 7 Statistical Science 7 SIAM Journal on Mathematics of Data Science 6 Journal of the Korean Statistical Society 5 Inverse Problems 5 Operations Research 5 Statistics & Probability Letters 5 Journal of Complexity 5 Computational Optimization and Applications 5 Test 5 The Annals of Applied Statistics 5 Statistics and Computing 4 Biometrics 4 Statistics 4 Probability Theory and Related Fields 4 Machine Learning 4 Mathematical Programming. Series A. Series B 4 Statistical Papers 3 Journal of Approximation Theory 3 Constructive Approximation 3 Neural Computation 3 Computational Statistics 3 Communications in Statistics. Theory and Methods 3 SIAM Journal on Scientific Computing 3 Foundations of Computational Mathematics 3 Science China. Mathematics 3 Journal of Business and Economic Statistics 3 Information and Inference 3 Journal of the Japan Statistical Society. Japanese Issue 2 Scandinavian Journal of Statistics 2 SIAM Journal on Matrix Analysis and Applications 2 Neural Networks 2 Journal of Global Optimization 2 Numerical Algorithms 2 Communications in Statistics. Simulation and Computation 2 Journal of Statistical Computation and Simulation 2 Linear Algebra and its Applications 2 Stochastic Processes and their Applications 2 The Journal of Fourier Analysis and Applications 2 Econometric Theory 2 Analysis and Applications (Singapore) 2 Advances in Data Analysis and Classification. ADAC 2 SIAM Journal on Imaging Sciences 2 SIAM/ASA Journal on Uncertainty Quantification 1 The Canadian Journal of Statistics 1 Journal of the Franklin Institute 1 Journal of Mathematical Analysis and Applications 1 Metrika 1 Physica A 1 Mathematics of Computation 1 Theory of Probability and its Applications 1 Applied Mathematics and Computation 1 Applied Mathematics and Optimization 1 Information Sciences 1 SIAM Journal on Computing 1 SIAM Journal on Control and Optimization 1 Synthese 1 Theoretical Computer Science 1 Systems & Control Letters 1 Journal of Time Series Analysis 1 Journal of Computational Mathematics 1 Chinese Journal of Applied Probability and Statistics 1 Algorithmica 1 Econometric Reviews 1 Numerical Methods for Partial Differential Equations 1 Journal of Economic Dynamics & Control 1 Journal of Theoretical Probability 1 SIAM Journal on Discrete Mathematics 1 The Annals of Applied Probability 1 Applied Mathematical Modelling 1 Proceedings of the National Academy of Sciences of the United States of America 1 Expositiones Mathematicae 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 SIAM Journal on Optimization 1 Journal of Mathematical Imaging and Vision 1 Applied Mathematics. Series B (English Edition) 1 Applied and Computational Harmonic Analysis 1 Journal of Mathematical Sciences (New York) 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Journal of Inequalities and Applications 1 Chaos 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Erkenntnis 1 Journal of the European Mathematical Society (JEMS) 1 Acta Mathematica Sinica. English Series 1 Archives of Computational Methods in Engineering 1 Journal of Systems Science and Complexity 1 Statistical Methods and Applications ...and 15 more Serials all top 5 Cited in 28 Fields 500 Statistics (62-XX) 83 Computer science (68-XX) 52 Numerical analysis (65-XX) 52 Operations research, mathematical programming (90-XX) 35 Probability theory and stochastic processes (60-XX) 32 Combinatorics (05-XX) 19 Information and communication theory, circuits (94-XX) 18 Linear and multilinear algebra; matrix theory (15-XX) 12 Functional analysis (46-XX) 12 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Biology and other natural sciences (92-XX) 9 Calculus of variations and optimal control; optimization (49-XX) 8 Approximations and expansions (41-XX) 3 Operator theory (47-XX) 2 Ordinary differential equations (34-XX) 2 Partial differential equations (35-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Convex and discrete geometry (52-XX) 2 Statistical mechanics, structure of matter (82-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Mathematical logic and foundations (03-XX) 1 Algebraic geometry (14-XX) 1 Group theory and generalizations (20-XX) 1 Differential geometry (53-XX) 1 Mechanics of deformable solids (74-XX) 1 Optics, electromagnetic theory (78-XX) 1 Geophysics (86-XX) Citations by Year