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Author ID: sanghavi.sujay Recent zbMATH articles by "Sanghavi, Sujay"
Published as: Sanghavi, Sujay
External Links: MGP

Publications by Year

Citations contained in zbMATH Open

20 Publications have been cited 506 times in 399 Documents Cited by Year
Rank-sparsity incoherence for matrix decomposition. Zbl 1226.90067
Chandrasekaran, Venkat; Sanghavi, Sujay; Parrilo, Pablo A.; Willsky, Alan S.
154
2011
Low-rank matrix completion using alternating minimization. Zbl 1293.65073
Jain, Prateek; Netrapalli, Praneeth; Sanghavi, Sujay
126
2013
Robust PCA via outlier pursuit. Zbl 1365.62228
Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
62
2012
Phase retrieval using alternating minimization. Zbl 1394.94421
Netrapalli, Praneeth; Jain, Prateek; Sanghavi, Sujay
56
2015
Clustering partially observed graphs via convex optimization. Zbl 1319.62123
Chen, Yudong; Jalali, Ali; Sanghavi, Sujay; Xu, Huan
14
2014
Finding low-rank solutions via nonconvex matrix factorization, efficiently and provably. Zbl 1419.90065
Park, Dohyung; Kyrillidis, Anastasios; Caramanis, Constantine; Sanghavi, Sujay
13
2018
The local convexity of solving systems of quadratic equations. Zbl 1383.65064
Sanghavi, Sujay; Ward, Rachel; White, Chris D.
12
2017
Completing any low-rank matrix, provably. Zbl 1351.62107
Chen, Yudong; Bhojanapalli, Srinadh; Sanghavi, Sujay; Ward, Rachel
12
2015
Improved graph clustering. Zbl 1360.94499
Chen, Yudong; Sanghavi, Sujay; Xu, Huan
10
2014
Tighter low-rank approximation via sampling the leveraged element. Zbl 1371.68320
Bhojanapalli, Srinadh; Jain, Prateek; Sanghavi, Sujay
9
2015
Message passing for maximum weight independent set. Zbl 1367.94443
Sanghavi, Sujay; Shah, Devavrat; Willsky, Alan S.
7
2009
Gossiping with multiple messages. Zbl 1323.94056
Sanghavi, Sujay; Hajek, Bruce; Massoulié, Laurent
6
2007
Belief propagation and LP relaxation for weighted matching in general graphs. Zbl 1366.90202
Sanghavi, Sujay; Malioutov, Dmitry; Willsky, Alan
5
2011
A dirty model for multiple sparse regression. Zbl 1364.62187
Jalali, Ali; Ravikumar, Pradeep; Sanghavi, Sujay
4
2013
Matrix completion with column manipulation: near-optimal sample-robustness-rank tradeoffs. Zbl 1359.94076
Chen, Yudong; Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
3
2016
Improved greedy algorithms for learning graphical models. Zbl 1359.62027
Ray, Avik; Sanghavi, Sujay; Shakkottai, Sanjay
3
2015
Learning graphical models for hypothesis testing and classification. Zbl 1391.62123
Tan, Vincent Y. F.; Sanghavi, Sujay; Fisher, John W. III; Willsky, Alan S.
3
2010
A new mechanism for the free-rider problem. Zbl 1367.91082
Sanghavi, Sujay; Hajek, Bruce
3
2008
Serving content with unknown demand: the high-dimensional regime. Zbl 1325.60150
Moharir, Sharayu; Ghaderi, Javad; Sanghavi, Sujay; Shakkottai, Sanjay
2
2015
Online collaborative filtering on graphs. Zbl 1348.68288
Banerjee, Siddhartha; Sanghavi, Sujay; Shakkottai, Sanjay
2
2016
Finding low-rank solutions via nonconvex matrix factorization, efficiently and provably. Zbl 1419.90065
Park, Dohyung; Kyrillidis, Anastasios; Caramanis, Constantine; Sanghavi, Sujay
13
2018
The local convexity of solving systems of quadratic equations. Zbl 1383.65064
Sanghavi, Sujay; Ward, Rachel; White, Chris D.
12
2017
Matrix completion with column manipulation: near-optimal sample-robustness-rank tradeoffs. Zbl 1359.94076
Chen, Yudong; Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
3
2016
Online collaborative filtering on graphs. Zbl 1348.68288
Banerjee, Siddhartha; Sanghavi, Sujay; Shakkottai, Sanjay
2
2016
Phase retrieval using alternating minimization. Zbl 1394.94421
Netrapalli, Praneeth; Jain, Prateek; Sanghavi, Sujay
56
2015
Completing any low-rank matrix, provably. Zbl 1351.62107
Chen, Yudong; Bhojanapalli, Srinadh; Sanghavi, Sujay; Ward, Rachel
12
2015
Tighter low-rank approximation via sampling the leveraged element. Zbl 1371.68320
Bhojanapalli, Srinadh; Jain, Prateek; Sanghavi, Sujay
9
2015
Improved greedy algorithms for learning graphical models. Zbl 1359.62027
Ray, Avik; Sanghavi, Sujay; Shakkottai, Sanjay
3
2015
Serving content with unknown demand: the high-dimensional regime. Zbl 1325.60150
Moharir, Sharayu; Ghaderi, Javad; Sanghavi, Sujay; Shakkottai, Sanjay
2
2015
Clustering partially observed graphs via convex optimization. Zbl 1319.62123
Chen, Yudong; Jalali, Ali; Sanghavi, Sujay; Xu, Huan
14
2014
Improved graph clustering. Zbl 1360.94499
Chen, Yudong; Sanghavi, Sujay; Xu, Huan
10
2014
Low-rank matrix completion using alternating minimization. Zbl 1293.65073
Jain, Prateek; Netrapalli, Praneeth; Sanghavi, Sujay
126
2013
A dirty model for multiple sparse regression. Zbl 1364.62187
Jalali, Ali; Ravikumar, Pradeep; Sanghavi, Sujay
4
2013
Robust PCA via outlier pursuit. Zbl 1365.62228
Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
62
2012
Rank-sparsity incoherence for matrix decomposition. Zbl 1226.90067
Chandrasekaran, Venkat; Sanghavi, Sujay; Parrilo, Pablo A.; Willsky, Alan S.
154
2011
Belief propagation and LP relaxation for weighted matching in general graphs. Zbl 1366.90202
Sanghavi, Sujay; Malioutov, Dmitry; Willsky, Alan
5
2011
Learning graphical models for hypothesis testing and classification. Zbl 1391.62123
Tan, Vincent Y. F.; Sanghavi, Sujay; Fisher, John W. III; Willsky, Alan S.
3
2010
Message passing for maximum weight independent set. Zbl 1367.94443
Sanghavi, Sujay; Shah, Devavrat; Willsky, Alan S.
7
2009
A new mechanism for the free-rider problem. Zbl 1367.91082
Sanghavi, Sujay; Hajek, Bruce
3
2008
Gossiping with multiple messages. Zbl 1323.94056
Sanghavi, Sujay; Hajek, Bruce; Massoulié, Laurent
6
2007
all top 5

Cited by 811 Authors

11 Cai, Jian-Feng
11 Wang, Yang
8 Fan, Jianqing
7 Chen, Yuxin
6 Chi, Yuejie
6 Huang, Meng
6 Li, Song
6 Ma, Shiqian
5 Ames, Brendan P. W.
5 Bi, Shujun
5 Chandrasekaran, Venkat
5 Ding, Chao
5 Han, Deren
5 Li, Huiping
5 Li, Xiaodong
5 Ma, Cong
5 Pan, Shaohua
5 Wainwright, Martin J.
5 Wei, Ke
5 Wen, Ruiping
4 He, Hongjin
4 Klopp, Olga
4 Krahmer, Felix
4 Li, Dong
4 Negahban, Sahand N.
4 Sun, Defeng
4 Sun, Qiyu
4 Toh, Kim Chuan
4 Tropp, Joel A.
4 Wang, Chuanlong
4 Woodruff, David P.
4 Xu, Zhiqiang
4 Yan, Shuicheng
4 Yuan, Xiaoming
4 Zhang, Teng
3 Agarwal, Alekh
3 Bertsimas, Dimitris John
3 Cai, Hanqin
3 Chen, Pengwen
3 Chen, Yudong
3 Fannjiang, Albert C.
3 Fomin, Fedor V.
3 Garber, Dan
3 Golovach, Petr A.
3 Han, Le
3 Kolar, Mladen
3 Kowalski, Dariusz R.
3 Lerman, Gilad
3 Li, Ji
3 McCoy, Michael B.
3 Mosteiro, Miguel A.
3 Nadler, Boaz
3 Needell, Deanna
3 Parrilo, Pablo A.
3 Sanghavi, Sujay
3 Singer, Amit
3 Sojoudi, Somayeh
3 Steidl, Gabriele
3 Stöger, Dominik
3 Vavasis, Stephen A.
3 Waegeman, Willem
3 Wang, Jin
3 Wang, Kaizheng
3 Wang, Weichen
3 Willsky, Alan Steven
3 Yan, Yuling
3 Ye, Jieping
3 Zhang, Hongyang
3 Zhang, Wenxing
3 Zhong, Yiqiao
2 Absil, Pierre-Antoine
2 Anceaume, Emmanuelle
2 Ashraphijuo, Morteza
2 Aybat, Necdet Serhat
2 Bahmani, Sohail
2 Balcan, Maria-Florina
2 Bazhenov, Maxim
2 Boumal, Nicolas
2 Bouwmans, Thierry
2 Cai, Tony Tony
2 Candès, Emmanuel J.
2 Chan, Tony Fan-Cheong
2 Chen, Jianhui
2 Chen, Wengu
2 Chen, Yang
2 Cheng, Cheng
2 Cole, Sam
2 d’Aspremont, Alexandre
2 Davis, Damek Shea
2 De Baets, Bernard
2 Dhillon, Inderjit S.
2 Drusvyatskiy, Dmitriy
2 Eslava-Gómez, Guillermina
2 Farné, Matteo
2 Frot, Benjamin
2 Gao, Bing
2 Garg, Ankit
2 Goldfarb, Donald
2 Hand, Paul E.
2 Hong, David E.
...and 711 more Authors
all top 5

Cited in 122 Serials

26 The Annals of Statistics
25 Journal of Machine Learning Research (JMLR)
16 Mathematical Programming. Series A. Series B
14 Applied and Computational Harmonic Analysis
13 SIAM Journal on Imaging Sciences
12 SIAM Journal on Optimization
9 Foundations of Computational Mathematics
8 Inverse Problems
8 Neural Computation
7 Journal of the American Statistical Association
7 Machine Learning
7 Journal of Global Optimization
7 Linear Algebra and its Applications
7 Computational Optimization and Applications
6 Journal of Multivariate Analysis
6 Journal of Optimization Theory and Applications
6 Electronic Journal of Statistics
6 SIAM Journal on Mathematics of Data Science
5 Information Sciences
5 SIAM Journal on Matrix Analysis and Applications
5 SIAM Journal on Scientific Computing
5 The Journal of Fourier Analysis and Applications
5 Inverse Problems and Imaging
4 Applied Mathematics and Computation
4 Automatica
4 Journal of Computational and Applied Mathematics
4 Neural Networks
4 Numerical Algorithms
4 Journal of Mathematical Imaging and Vision
4 Advances in Computational Mathematics
4 Bernoulli
3 Computers & Mathematics with Applications
3 Operations Research
3 Statistical Science
3 Journal of Scientific Computing
3 International Journal of Computer Vision
3 Journal of Inequalities and Applications
3 Optimization Letters
3 Statistics and Computing
2 Communications on Pure and Applied Mathematics
2 Journal of Computational Physics
2 Journal of Computer and System Sciences
2 Mathematics of Operations Research
2 Numerische Mathematik
2 Applied Numerical Mathematics
2 Optimization
2 Probability Theory and Related Fields
2 Constructive Approximation
2 Queueing Systems
2 Applied Mathematical Modelling
2 European Journal of Operational Research
2 SIAM Review
2 Computational Statistics and Data Analysis
2 Mathematical Problems in Engineering
2 Optimization Methods & Software
2 Data Mining and Knowledge Discovery
2 Methodology and Computing in Applied Probability
2 Analysis and Applications (Singapore)
2 Journal of Statistical Mechanics: Theory and Experiment
2 Mathematical Programming Computation
2 Statistics Surveys
2 Science China. Mathematics
2 Journal of Applied Analysis and Computation
2 Computer Science Review
2 Annals of Applied Mathematics
1 Computer Methods in Applied Mechanics and Engineering
1 International Journal of Control
1 Information Processing Letters
1 Journal of the Franklin Institute
1 Linear and Multilinear Algebra
1 Physica A
1 Mathematics of Computation
1 Applied Mathematics and Optimization
1 BIT
1 Journal of Econometrics
1 Numerical Functional Analysis and Optimization
1 Results in Mathematics
1 Theoretical Computer Science
1 Advances in Applied Mathematics
1 Mathematica Numerica Sinica
1 Applied Mathematics and Mechanics. (English Edition)
1 Acta Applicandae Mathematicae
1 Algorithmica
1 International Journal of Approximate Reasoning
1 Applied Mathematics Letters
1 SIAM Journal on Discrete Mathematics
1 Annals of Operations Research
1 Applications of Mathematics
1 Geometric and Functional Analysis. GAFA
1 Computational Statistics
1 Computational Mathematics and Mathematical Physics
1 Pattern Recognition
1 International Journal of Robust and Nonlinear Control
1 Applied Mathematics. Series B (English Edition)
1 Numerical Linear Algebra with Applications
1 Annals of Mathematics and Artificial Intelligence
1 Theory of Computing Systems
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Discrete Dynamics in Nature and Society
1 Acta Mathematica Sinica. English Series
...and 22 more Serials

Citations by Year