×
Author ID: raskutti.garvesh Recent zbMATH articles by "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

Publications by Year

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 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

Citations by Year