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Author ID: ravikumar.pradeep Recent zbMATH articles by "Ravikumar, Pradeep"
Published as: Ravikumar, Pradeep
External Links: MGP

Publications by Year

Citations contained in zbMATH Open

15 Publications have been cited 847 times in 726 Documents Cited by Year
A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350
Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin
239
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
High-dimensional Ising model selection using \(\ell _{1}\)-regularized logistic regression. Zbl 1189.62115
Ravikumar, Pradeep; Wainwright, Martin J.; Lafferty, John D.
139
2010
Sparse additive models. Zbl 1411.62107
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry
93
2009
Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization. Zbl 1365.94132
Agarwal, Alekh; Bartlett, Peter L.; Ravikumar, Pradeep; Wainwright, Martin J.
48
2012
Graphical models via univariate exponential family distributions. Zbl 1351.62111
Yang, Eunho; Ravikumar, Pradeep; Allen, Genevera I.; Liu, Zhandong
39
2015
QUIC: quadratic approximation for sparse inverse covariance estimation. Zbl 1319.65048
Hsieh, Cho-Jui; Sustik, Mátyás A.; Dhillon, Inderjit S.; Ravikumar, Pradeep
31
2014
Cost-sensitive learning with noisy labels. Zbl 1467.68151
Natarajan, Nagarajan; Dhillon, Inderjit S.; Ravikumar, Pradeep; Tewari, Ambuj
25
2018
Shape-based image reconstruction using linearized deformations. Zbl 1372.35369
Öktem, Ozan; Chen, Chong; Domaniç, Nevzat Onur; Ravikumar, Pradeep; Bajaj, Chandrajit
9
2017
Robust estimation via robust gradient estimation. Zbl 07554767
Prasad, Adarsh; Suggala, Arun Sai; Balakrishnan, Sivaraman; Ravikumar, Pradeep
8
2020
Message-passing for graph-structured linear programs: proximal methods and rounding schemes. Zbl 1242.90167
Ravikumar, Pradeep; Agarwal, Alekh; Wainwright, Martin J.
7
2010
Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413
Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin
6
2011
Error-correcting tournaments. Zbl 1262.68148
Beygelzimer, Alina; Langford, John; Ravikumar, Pradeep
4
2009
A dirty model for multiple sparse regression. Zbl 1364.62187
Jalali, Ali; Ravikumar, Pradeep; Sanghavi, Sujay
4
2013
Identifiability of nonparametric mixture models and Bayes optimal clustering. Zbl 1455.62068
Aragam, Bryon; Dan, Chen; Xing, Eric P.; Ravikumar, Pradeep
3
2020
Robust estimation via robust gradient estimation. Zbl 07554767
Prasad, Adarsh; Suggala, Arun Sai; Balakrishnan, Sivaraman; Ravikumar, Pradeep
8
2020
Identifiability of nonparametric mixture models and Bayes optimal clustering. Zbl 1455.62068
Aragam, Bryon; Dan, Chen; Xing, Eric P.; Ravikumar, Pradeep
3
2020
Cost-sensitive learning with noisy labels. Zbl 1467.68151
Natarajan, Nagarajan; Dhillon, Inderjit S.; Ravikumar, Pradeep; Tewari, Ambuj
25
2018
Shape-based image reconstruction using linearized deformations. Zbl 1372.35369
Öktem, Ozan; Chen, Chong; Domaniç, Nevzat Onur; Ravikumar, Pradeep; Bajaj, Chandrajit
9
2017
Graphical models via univariate exponential family distributions. Zbl 1351.62111
Yang, Eunho; Ravikumar, Pradeep; Allen, Genevera I.; Liu, Zhandong
39
2015
QUIC: quadratic approximation for sparse inverse covariance estimation. Zbl 1319.65048
Hsieh, Cho-Jui; Sustik, Mátyás A.; Dhillon, Inderjit S.; Ravikumar, Pradeep
31
2014
A dirty model for multiple sparse regression. Zbl 1364.62187
Jalali, Ali; Ravikumar, Pradeep; Sanghavi, Sujay
4
2013
A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350
Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin
239
2012
Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization. Zbl 1365.94132
Agarwal, Alekh; Bartlett, Peter L.; Ravikumar, Pradeep; Wainwright, Martin J.
48
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
Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413
Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin
6
2011
High-dimensional Ising model selection using \(\ell _{1}\)-regularized logistic regression. Zbl 1189.62115
Ravikumar, Pradeep; Wainwright, Martin J.; Lafferty, John D.
139
2010
Message-passing for graph-structured linear programs: proximal methods and rounding schemes. Zbl 1242.90167
Ravikumar, Pradeep; Agarwal, Alekh; Wainwright, Martin J.
7
2010
Sparse additive models. Zbl 1411.62107
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry
93
2009
Error-correcting tournaments. Zbl 1262.68148
Beygelzimer, Alina; Langford, John; Ravikumar, Pradeep
4
2009
all top 5

Cited by 1,415 Authors

17 Liu, Han
13 Fan, Jianqing
11 Wainwright, Martin J.
10 Cai, Tony Tony
8 Zhang, Tong
7 Duchi, John C.
7 Foygel Barber, Rina
7 Kolar, Mladen
7 Lian, Heng
7 Ren, Zhao
7 Shojaie, Ali
7 Yu, Bin
7 Zhou, Harrison H.
6 Loh, Po-Ling
6 Lu, Junwei
6 Michailidis, George C.
6 Negahban, Sahand N.
6 Raskutti, Garvesh
6 Taylor, Jonathan E.
5 Chandrasekaran, Venkat
5 Chen, Li-Pang
5 Drton, Mathias
5 Fadili, Jalal M.
5 Park, Gunwoong
5 Van de Geer, Sara Anna
5 Wang, Weichen
5 Xue, Lingzhou
5 Yang, Yuehan
5 Zou, Hui
4 Bradic, Jelena
4 Candès, Emmanuel J.
4 Fang, Ethan X.
4 Guo, Xiao
4 Huang, Jian
4 Jiang, Binyan
4 Kabashima, Yoshiyuki
4 Lei, Yunwen
4 Li, Lexin
4 Li, Runze
4 Liu, Hongcheng
4 Narisetty, Naveen Naidu
4 Öktem, Ozan
4 Panigrahi, Snigdha
4 Parrilo, Pablo A.
4 Rothman, Adam J.
4 Schweinberger, Michael
4 Scott, Clayton D.
4 Sugiyama, Masashi
4 Tan, Zhiqiang
4 Wang, Mengdi
4 Willsky, Alan Steven
4 Xing, Eric P.
4 Xiu, Naihua
4 Ye, Yinyu
4 Yuan, Ming
4 Zhang, Hai
4 Zhao, Junlong
4 Zhou, Shuheng
4 Zhu, Ziwei
3 Agarwal, Alekh
3 Allen, Genevera I.
3 Amato, Umberto
3 Anandkumar, Animashree
3 Antoniadis, Anestis
3 Bach, Francis R.
3 Bhattacharya, Anirban
3 Blanchard, Gilles
3 Bühlmann, Peter
3 Bunea, Florentina
3 Chen, Chong
3 Chesneau, Christophe
3 De Feis, Italia
3 Eskandari, Farzad
3 Fan, Yingying
3 Forzani, Liliana
3 Gan, Lingrui
3 Gris, Barbara
3 Han, Fang
3 Jordan, Michael Irwin
3 Kock, Anders Bredahl
3 Lerasle, Matthieu
3 Li, Hongzhe
3 Li, Peili
3 Liang, Feng
3 Liang, Hua
3 Liu, Hanzhong
3 Liu, Weidong
3 Liu, Xiaohui
3 Liu, Yufeng
3 Luu, Tung Duy
3 Lv, Shaogao
3 Mai, Qing
3 Mairal, Julien
3 Molstad, Aaron J.
3 Mukherjee, Sumit
3 Neumayer, Sebastian
3 Ning, Yang
3 Obuchi, Tomoyuki
3 Oymak, Samet
3 Peng, Ling
...and 1,315 more Authors
all top 5

Cited in 136 Serials

90 The Annals of Statistics
58 Electronic Journal of Statistics
52 Journal of Machine Learning Research (JMLR)
45 Journal of the American Statistical Association
27 Computational Statistics and Data Analysis
25 Journal of Multivariate Analysis
18 Machine Learning
18 Mathematical Programming. Series A. Series B
17 The Annals of Applied Statistics
17 Journal of Computational and Graphical Statistics
15 Journal of Econometrics
12 Journal of Statistical Planning and Inference
12 Statistica Sinica
12 Bernoulli
11 Journal of Statistical Computation and Simulation
11 Statistics and Computing
10 Communications in Statistics. Theory and Methods
10 SIAM Journal on Optimization
9 Biometrics
8 Statistical Science
8 Neural Computation
7 Annals of the Institute of Statistical Mathematics
6 Statistics
6 Computational Optimization and Applications
6 SIAM Journal on Imaging Sciences
5 Inverse Problems
5 Scandinavian Journal of Statistics
5 Operations Research
5 International Journal of Approximate Reasoning
5 Applied and Computational Harmonic Analysis
5 Journal of Statistical Mechanics: Theory and Experiment
5 Journal of the Korean Statistical Society
4 Psychometrika
4 Journal of Complexity
4 Journal of Global Optimization
4 Computational Statistics
4 Foundations of Computational Mathematics
4 Statistical Methods and Applications
4 Bayesian Analysis
3 Physica A
3 Automatica
3 Statistics & Probability Letters
3 Probability Theory and Related Fields
3 Communications in Statistics. Simulation and Computation
3 Stochastic Processes and their Applications
3 Test
3 SIAM Journal on Scientific Computing
3 Statistical Papers
3 Acta Mathematica Sinica. English Series
3 Science China. Mathematics
3 Journal of the Operations Research Society of China
2 European Journal of Physics
2 Journal of Statistical Physics
2 Information Sciences
2 Econometric Reviews
2 Journal of Scientific Computing
2 Automation and Remote Control
2 The Journal of Artificial Intelligence Research (JAIR)
2 Annals of Mathematics and Artificial Intelligence
2 Journal of Nonparametric Statistics
2 Mathematical Problems in Engineering
2 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
2 Journal of Applied Statistics
2 Econometric Theory
2 Journal of Systems Science and Complexity
2 Advances in Data Analysis and Classification. ADAC
2 Optimization Letters
2 Statistics Surveys
2 Sankhyā. Series A
2 Journal of Theoretical Biology
2 Stochastic Systems
2 SIAM Journal on Mathematics of Data Science
1 The Canadian Journal of Statistics
1 Journal of Computational Physics
1 Metrika
1 Mathematics of Computation
1 Applied Mathematics and Optimization
1 Biometrical Journal
1 Journal of Applied Probability
1 Journal of Computational and Applied Mathematics
1 Journal of Mathematical Psychology
1 Journal of Optimization Theory and Applications
1 Mathematics and Computers in Simulation
1 Mathematics of Operations Research
1 Metron
1 Quarterly of Applied Mathematics
1 SIAM Journal on Control and Optimization
1 Theoretical Computer Science
1 Operations Research Letters
1 Journal of Time Series Analysis
1 Journal of Computational Mathematics
1 Journal of Classification
1 Constructive Approximation
1 Journal of Economic Dynamics & Control
1 Journal of Theoretical Probability
1 Neural Networks
1 The Annals of Applied Probability
1 Numerical Algorithms
1 European Journal of Operational Research
1 Linear Algebra and its Applications
...and 36 more Serials

Citations by Year