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Caramanis, Constantine

Author ID: caramanis.constantine Recent zbMATH articles by "Caramanis, Constantine"
Published as: Caramanis, Constantine

Publications by Year

Citations contained in zbMATH Open

18 Publications have been cited 761 times in 670 Documents Cited by Year
Theory and applications of robust optimization. Zbl 1233.90259
Bertsimas, Dimitris; Brown, David B.; Caramanis, Constantine
489
2011
Robust PCA via outlier pursuit. Zbl 1365.62228
Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
62
2012
Finite adaptability in multistage linear optimization. Zbl 1368.90100
Bertsimas, Dimitris; Caramanis, Constantine
53
2010
Robustness and regularization of support vector machines. Zbl 1235.68209
Xu, Huan; Caramanis, Constantine; Mannor, Shie
44
2009
Robust regression and Lasso. Zbl 1366.62147
Xu, Huan; Caramanis, Constantine; Mannor, Shie
33
2010
A distributional interpretation of robust optimization. Zbl 1243.90167
Xu, Huan; Caramanis, Constantine; Mannor, Shie
14
2012
Optimization under probabilistic envelope constraints. Zbl 1251.90301
Xu, Huan; Caramanis, Constantine; Mannor, Shie
13
2012
Finding low-rank solutions via nonconvex matrix factorization, efficiently and provably. Zbl 1419.90065
Park, Dohyung; Kyrillidis, Anastasios; Caramanis, Constantine; Sanghavi, Sujay
13
2018
Outlier-robust PCA: the high-dimensional case. Zbl 1364.62141
Xu, Huan; Caramanis, Constantine; Mannor, Shie
8
2013
Bounds on linear PDEs via semidefinite optimization. Zbl 1099.90063
Bertsimas, Dimitris; Caramanis, Constantine
8
2006
Statistical optimization in high dimensions. Zbl 1348.90509
Xu, Huan; Caramanis, Constantine; Mannor, Shie
5
2016
Wireless scheduling with partial channel state information: large deviations and optimality. Zbl 1321.60191
Gopalan, Aditya; Caramanis, Constantine; Shakkottai, Sanjay
4
2015
Convex and nonconvex formulations for mixed regression with two components: minimax optimal rates. Zbl 1464.62320
Chen, Yudong; Yi, Xinyang; Caramanis, Constantine
4
2018
Matrix completion with column manipulation: near-optimal sample-robustness-rank tradeoffs. Zbl 1359.94076
Chen, Yudong; Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
3
2016
An inequality for nearly log-concave distributions with applications to learning. Zbl 1310.94022
Caramanis, Constantine; Mannor, Shie
3
2007
On wireless scheduling with partial channel-state information. Zbl 1365.90058
Gopalan, Aditya; Caramanis, Constantine; Shakkottai, Sanjay
2
2012
Distinguishing infections on different graph topologies. Zbl 1359.94965
Milling, Chris; Caramanis, Constantine; Mannor, Shie; Shakkottai, Sanjay
2
2015
Efficient algorithms for budget-constrained Markov decision processes. Zbl 1360.90274
Caramanis, Constantine; Dimitrov, Nedialko B.; Morton, David P.
1
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
Convex and nonconvex formulations for mixed regression with two components: minimax optimal rates. Zbl 1464.62320
Chen, Yudong; Yi, Xinyang; Caramanis, Constantine
4
2018
Statistical optimization in high dimensions. Zbl 1348.90509
Xu, Huan; Caramanis, Constantine; Mannor, Shie
5
2016
Matrix completion with column manipulation: near-optimal sample-robustness-rank tradeoffs. Zbl 1359.94076
Chen, Yudong; Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
3
2016
Wireless scheduling with partial channel state information: large deviations and optimality. Zbl 1321.60191
Gopalan, Aditya; Caramanis, Constantine; Shakkottai, Sanjay
4
2015
Distinguishing infections on different graph topologies. Zbl 1359.94965
Milling, Chris; Caramanis, Constantine; Mannor, Shie; Shakkottai, Sanjay
2
2015
Efficient algorithms for budget-constrained Markov decision processes. Zbl 1360.90274
Caramanis, Constantine; Dimitrov, Nedialko B.; Morton, David P.
1
2014
Outlier-robust PCA: the high-dimensional case. Zbl 1364.62141
Xu, Huan; Caramanis, Constantine; Mannor, Shie
8
2013
Robust PCA via outlier pursuit. Zbl 1365.62228
Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
62
2012
A distributional interpretation of robust optimization. Zbl 1243.90167
Xu, Huan; Caramanis, Constantine; Mannor, Shie
14
2012
Optimization under probabilistic envelope constraints. Zbl 1251.90301
Xu, Huan; Caramanis, Constantine; Mannor, Shie
13
2012
On wireless scheduling with partial channel-state information. Zbl 1365.90058
Gopalan, Aditya; Caramanis, Constantine; Shakkottai, Sanjay
2
2012
Theory and applications of robust optimization. Zbl 1233.90259
Bertsimas, Dimitris; Brown, David B.; Caramanis, Constantine
489
2011
Finite adaptability in multistage linear optimization. Zbl 1368.90100
Bertsimas, Dimitris; Caramanis, Constantine
53
2010
Robust regression and Lasso. Zbl 1366.62147
Xu, Huan; Caramanis, Constantine; Mannor, Shie
33
2010
Robustness and regularization of support vector machines. Zbl 1235.68209
Xu, Huan; Caramanis, Constantine; Mannor, Shie
44
2009
An inequality for nearly log-concave distributions with applications to learning. Zbl 1310.94022
Caramanis, Constantine; Mannor, Shie
3
2007
Bounds on linear PDEs via semidefinite optimization. Zbl 1099.90063
Bertsimas, Dimitris; Caramanis, Constantine
8
2006
all top 5

Cited by 1,361 Authors

29 Bertsimas, Dimitris John
21 Jeyakumar, Vaithilingam
18 Thai Doan Chuong
16 Li, Guoyin
14 Goerigk, Marc
10 den Hertog, Dick
9 Poss, Michael
8 Kuhn, Daniel
7 Chan, Timothy C. Y.
7 Chassein, André B.
7 Goyal, Vineet
7 Kurtz, Jannis
7 Li, Shengjie
7 Schmidt, Martin
7 Wangkeeree, Rabian
6 Ben-Tal, Aharon
6 Chen, Chunrong
6 Delage, Erick
6 Soleimani-damaneh, Majid
6 Sun, Xiangkai
6 Wiesemann, Wolfram
5 Vicente-Pérez, José
5 Woolnough, Daniel
5 Zhang, Teng
4 Agra, Agostinho
4 Buchheim, Christoph
4 Conejo, Antonio J.
4 de Ruiter, Frans J. C. T.
4 El Housni, Omar
4 Georghiou, Angelos
4 Ghate, Archis
4 Glynn, Peter W.
4 Goberna, Miguel Angel
4 Gotoh, Jun-ya
4 Hanasusanto, Grani A.
4 Jaillet, Patrick
4 Kerdkaew, Jutamas
4 Lee, Gue Myung
4 Pauphilet, Jean
4 Salahi, Maziar
4 Subramanyam, Anirudh
4 Thiele, Aurélie C.
4 Van Parys, Bart P. G.
4 Wang, Jie
4 Xu, Huan
3 Bandi, Chaithanya
3 Beck, Yasmine
3 Bish, Douglas R.
3 Bish, Ebru K.
3 Büsing, Christina
3 Chen, Jiawei
3 Chieu, Nguyen Huy
3 Chiou, Suh-Wen
3 D’Andreagiovanni, Fabio
3 De La Vega, Jonathan
3 Ding, Kewei
3 Dunning, Iain
3 Gorissen, Bram L.
3 Gounaris, Chrysanthos E.
3 Hanzálek, Zdeněk
3 Ho-Nguyen, Nam
3 Hong, Yiguang
3 Huang, La
3 Kılınç Karzan, Fatma
3 Knust, Sigrid
3 Kolar, Mladen
3 Lass, Oliver
3 Le, Xuan Thanh
3 Lerman, Gilad
3 Luo, Hezhi
3 Maggioni, Francesca
3 Mannor, Shie
3 McCoy, Michael B.
3 Misener, Ruth
3 Monaci, Michele
3 Morabito, Reinaldo
3 Negahban, Sahand N.
3 Nohadani, Omid
3 Pan, Shaohua
3 Paschalidis, Ioannis Ch.
3 Pinar, Mustafa Çelebi
3 Postek, Krzysztof
3 Rahimi, Morteza
3 Ravi, Ramamoorthi
3 Royset, Johannes O.
3 Schulz, Andreas S.
3 Shakkottai, Sanjay
3 Shanbhag, Uday V.
3 Steidl, Gabriele
3 Sun, Hailin
3 Takeda, Akiko
3 Teo, Kok Lay
3 Tropp, Joel A.
3 Udwani, Rajan
3 Ulbrich, Stefan
3 Utkin, Lev V.
3 Van Ackooij, Wim
3 Wainwright, Martin J.
3 Wang, Chuanlong
3 Wei, Hongzhi
...and 1,261 more Authors
all top 5

Cited in 156 Serials

78 European Journal of Operational Research
38 Operations Research
33 Computers & Operations Research
28 Mathematical Programming. Series A. Series B
26 INFORMS Journal on Computing
24 Annals of Operations Research
23 SIAM Journal on Optimization
22 Journal of Optimization Theory and Applications
18 Optimization Letters
17 Journal of Machine Learning Research (JMLR)
14 Operations Research Letters
12 Optimization
12 Journal of Global Optimization
12 Computational Management Science
10 Mathematics of Operations Research
9 Computational Optimization and Applications
8 Machine Learning
8 Optimization and Engineering
7 Automatica
6 Statistical Science
6 Neural Networks
6 Journal of Industrial and Management Optimization
6 SIAM Journal on Imaging Sciences
6 EURO Journal on Computational Optimization
5 The Annals of Statistics
5 Mathematical Problems in Engineering
5 Networks and Spatial Economics
4 Discrete Applied Mathematics
4 Applied Mathematics and Computation
4 Journal of Computational and Applied Mathematics
4 Neural Computation
4 International Transactions in Operational Research
4 OR Spectrum
3 Numerical Functional Analysis and Optimization
3 Queueing Systems
3 Computational and Applied Mathematics
3 Top
3 Vietnam Journal of Mathematics
3 Optimization Methods & Software
3 Journal of Combinatorial Optimization
3 Journal of Applied Mathematics
3 Thai Journal of Mathematics
3 Electronic Journal of Statistics
3 Set-Valued and Variational Analysis
3 Mathematical Programming Computation
2 Applicable Analysis
2 Artificial Intelligence
2 Computers & Mathematics with Applications
2 International Journal of Control
2 Applied Mathematics and Optimization
2 Information Sciences
2 Naval Research Logistics
2 Theoretical Computer Science
2 Insurance Mathematics & Economics
2 Constructive Approximation
2 Algorithmica
2 Asia-Pacific Journal of Operational Research
2 Journal of Scientific Computing
2 Linear Algebra and its Applications
2 Pattern Recognition
2 SIAM Review
2 Computational Statistics and Data Analysis
2 Journal of Mathematical Imaging and Vision
2 SIAM Journal on Scientific Computing
2 Annals of Mathematics and Artificial Intelligence
2 Journal of Inequalities and Applications
2 Journal of Scheduling
2 Computational Geosciences
2 CEJOR. Central European Journal of Operations Research
2 Quantitative Finance
2 Foundations of Computational Mathematics
2 Journal of Systems Science and Complexity
2 Discrete Optimization
2 Nonlinear Analysis. Hybrid Systems
2 Science China. Mathematics
2 European Actuarial Journal
2 Numerical Algebra, Control and Optimization
2 Stochastic Systems
2 Computer Science Review
2 SIAM Journal on Mathematics of Data Science
1 Computer Methods in Applied Mechanics and Engineering
1 Communications on Pure and Applied Mathematics
1 Journal of Computational Physics
1 Journal of Mathematical Analysis and Applications
1 Physica A
1 ACM Transactions on Mathematical Software
1 Acta Mathematica Vietnamica
1 Computing
1 International Journal of Mathematics and Mathematical Sciences
1 Journal of the American Statistical Association
1 Journal of Applied Probability
1 Journal of Multivariate Analysis
1 Metron
1 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
1 Statistica Neerlandica
1 Mathematica Numerica Sinica
1 Systems & Control Letters
1 Stochastic Analysis and Applications
1 Bulletin of the Iranian Mathematical Society
1 Applied Numerical Mathematics
...and 56 more Serials

Citations by Year