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Caramanis, Constantine

Author ID: caramanis.constantine Recent zbMATH articles by "Caramanis, Constantine"
Published as: Caramanis, Constantine
Documents Indexed: 26 Publications since 2004
Co-Authors: 35 Co-Authors with 26 Joint Publications
1,263 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

19 Publications have been cited 870 times in 771 Documents Cited by Year
Theory and applications of robust optimization. Zbl 1233.90259
Bertsimas, Dimitris; Brown, David B.; Caramanis, Constantine
550
2011
Finite adaptability in multistage linear optimization. Zbl 1368.90100
Bertsimas, Dimitris; Caramanis, Constantine
62
2010
Robust PCA via outlier pursuit. Zbl 1365.62228
Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
57
2012
Robustness and regularization of support vector machines. Zbl 1235.68209
Xu, Huan; Caramanis, Constantine; Mannor, Shie
53
2009
Robust regression and Lasso. Zbl 1366.62147
Xu, Huan; Caramanis, Constantine; Mannor, Shie
37
2010
A distributional interpretation of robust optimization. Zbl 1243.90167
Xu, Huan; Caramanis, Constantine; Mannor, Shie
17
2012
Finding low-rank solutions via nonconvex matrix factorization, efficiently and provably. Zbl 1419.90065
Park, Dohyung; Kyrillidis, Anastasios; Caramanis, Constantine; Sanghavi, Sujay
17
2018
Optimization under probabilistic envelope constraints. Zbl 1251.90301
Xu, Huan; Caramanis, Constantine; Mannor, Shie
14
2012
Outlier-robust PCA: the high-dimensional case. Zbl 1364.62141
Xu, Huan; Caramanis, Constantine; Mannor, Shie
11
2013
Bounds on linear PDEs via semidefinite optimization. Zbl 1099.90063
Bertsimas, Dimitris; Caramanis, Constantine
10
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
An inequality for nearly log-concave distributions with applications to learning. Zbl 1310.94022
Caramanis, Constantine; Mannor, Shie
3
2007
Matrix completion with column manipulation: near-optimal sample-robustness-rank tradeoffs. Zbl 1359.94076
Chen, Yudong; Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
3
2016
Distinguishing infections on different graph topologies. Zbl 1359.94965
Milling, Chris; Caramanis, Constantine; Mannor, Shie; Shakkottai, Sanjay
2
2015
Single-sample prophet inequalities via greedy-ordered selection. Zbl 07883635
Caramanis, Constantine; Dütting, Paul; Faw, Matthew; Fusco, Federico; Lazos, Philip; Leonardi, Stefano; Papadigenopoulos, Orestis; Pountourakis, Emmanouil; Reiffenhäuser, Rebecca
1
2021
Efficient algorithms for budget-constrained Markov decision processes. Zbl 1360.90274
Caramanis, Constantine; Dimitrov, Nedialko B.; Morton, David P.
1
2014
On wireless scheduling with partial channel-state information. Zbl 1365.90058
Gopalan, Aditya; Caramanis, Constantine; Shakkottai, Sanjay
1
2012
Single-sample prophet inequalities via greedy-ordered selection. Zbl 07883635
Caramanis, Constantine; Dütting, Paul; Faw, Matthew; Fusco, Federico; Lazos, Philip; Leonardi, Stefano; Papadigenopoulos, Orestis; Pountourakis, Emmanouil; Reiffenhäuser, Rebecca
1
2021
Finding low-rank solutions via nonconvex matrix factorization, efficiently and provably. Zbl 1419.90065
Park, Dohyung; Kyrillidis, Anastasios; Caramanis, Constantine; Sanghavi, Sujay
17
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
11
2013
Robust PCA via outlier pursuit. Zbl 1365.62228
Xu, Huan; Caramanis, Constantine; Sanghavi, Sujay
57
2012
A distributional interpretation of robust optimization. Zbl 1243.90167
Xu, Huan; Caramanis, Constantine; Mannor, Shie
17
2012
Optimization under probabilistic envelope constraints. Zbl 1251.90301
Xu, Huan; Caramanis, Constantine; Mannor, Shie
14
2012
On wireless scheduling with partial channel-state information. Zbl 1365.90058
Gopalan, Aditya; Caramanis, Constantine; Shakkottai, Sanjay
1
2012
Theory and applications of robust optimization. Zbl 1233.90259
Bertsimas, Dimitris; Brown, David B.; Caramanis, Constantine
550
2011
Finite adaptability in multistage linear optimization. Zbl 1368.90100
Bertsimas, Dimitris; Caramanis, Constantine
62
2010
Robust regression and Lasso. Zbl 1366.62147
Xu, Huan; Caramanis, Constantine; Mannor, Shie
37
2010
Robustness and regularization of support vector machines. Zbl 1235.68209
Xu, Huan; Caramanis, Constantine; Mannor, Shie
53
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
10
2006
all top 5

Cited by 1,570 Authors

32 Bertsimas, Dimitris John
24 Thai Doan Chuong
23 Jeyakumar, Vaithilingam
18 Li, Guoyin
15 Goerigk, Marc
11 den Hertog, Dick
11 Poss, Michael
9 Kuhn, Daniel
8 Goyal, Vineet
8 Kurtz, Jannis
8 Schmidt, Martin
7 Chan, Timothy C. Y.
7 Chassein, André B.
7 Li, Shengjie
7 Wangkeeree, Rabian
7 Wiesemann, Wolfram
6 Ben-Tal, Aharon
6 Chen, Chunrong
6 Delage, Erick
6 Soleimani-damaneh, Majid
6 Sun, Xiangkai
6 Woolnough, Daniel
5 Dinh, Nguyen
5 El Housni, Omar
5 Goberna, Miguel Angel
5 Hanasusanto, Grani A.
5 Thiele, Aurélie C.
5 Vicente-Pérez, José
5 Zhang, Teng
4 Agra, Agostinho
4 Buchheim, Christoph
4 Büsing, Christina
4 Conejo, Antonio J.
4 De La Vega, Jonathan
4 de Ruiter, Frans J. C. T.
4 Georghiou, Angelos
4 Ghate, Archis
4 Glynn, Peter W.
4 Gotoh, Jun-ya
4 Ho-Nguyen, Nam
4 Jaillet, Patrick
4 Kerdkaew, Jutamas
4 Kolar, Mladen
4 Lee, Gue Myung
4 Morabito, Reinaldo
4 Pauphilet, Jean
4 Royset, Johannes O.
4 Salahi, Maziar
4 Subramanyam, Anirudh
4 Teo, Kok Lay
4 Van Parys, Bart P. G.
4 Wang, Jie
4 Xu, Huan
3 Anh, Nguyen Le Hoang
3 Bandi, Chaithanya
3 Beck, Yasmine
3 Bish, Douglas R.
3 Bish, Ebru K.
3 Burgard, Jan Pablo
3 Chen, Jiawei
3 Chieu, Nguyen Huy
3 Chiou, Suh-Wen
3 D’Andreagiovanni, Fabio
3 Detienne, Boris
3 Ding, Kewei
3 Dunning, Iain
3 Gorissen, Bram L.
3 Gounaris, Chrysanthos E.
3 Hanzálek, Zdeněk
3 Hong, Yiguang
3 Huang, La
3 Jiao, Liguo
3 Kılınç Karzan, Fatma
3 Knust, Sigrid
3 Lass, Oliver
3 Le, Xuan Thanh
3 Lee, Jae Hyoung
3 Lerman, Gilad
3 Li, Chaojie
3 Liers, Frauke
3 Liu, Chen
3 Lorca, Álvaro
3 Luo, Hezhi
3 Maggioni, Francesca
3 Mannor, Shie
3 McCoy, Michael B.
3 Misener, Ruth
3 Monaci, Michele
3 Munari, Pedro Augusto
3 Negahban, Sahand N.
3 Nohadani, Omid
3 Ouorou, Adam
3 Pan, Shaohua
3 Paschalidis, Ioannis Ch.
3 Pinar, Mustafa Çelebi
3 Postek, Krzysztof
3 Rahimi, Morteza
3 Ravi, Ramamoorthi
3 Schulz, Andreas S.
3 Shakkottai, Sanjay
...and 1,470 more Authors
all top 5

Cited in 173 Serials

82 European Journal of Operational Research
38 Operations Research
36 Computers & Operations Research
34 Mathematical Programming. Series A. Series B
30 Annals of Operations Research
26 Journal of Optimization Theory and Applications
26 INFORMS Journal on Computing
25 SIAM Journal on Optimization
21 Journal of Machine Learning Research (JMLR)
19 Optimization Letters
18 Operations Research Letters
16 Optimization
16 Journal of Global Optimization
12 Computational Management Science
10 Mathematics of Operations Research
10 Computational Optimization and Applications
9 Optimization and Engineering
9 SIAM Journal on Imaging Sciences
8 Machine Learning
8 Journal of Industrial and Management Optimization
7 Automatica
7 Statistical Science
6 Neural Networks
6 Networks and Spatial Economics
6 EURO Journal on Computational Optimization
5 Discrete Applied Mathematics
5 The Annals of Statistics
5 Journal of Computational and Applied Mathematics
5 Networks
5 International Transactions in Operational Research
5 Mathematical Problems in Engineering
4 Applied Mathematics and Computation
4 Neural Computation
4 Computational and Applied Mathematics
4 Top
4 OR Spectrum
4 INFOR: Information Systems and Operational Research
3 Naval Research Logistics
3 Numerical Functional Analysis and Optimization
3 Theoretical Computer Science
3 Optimal Control Applications & Methods
3 Algorithmica
3 Queueing Systems
3 SIAM Review
3 Vietnam Journal of Mathematics
3 Optimization Methods & Software
3 Journal of Combinatorial Optimization
3 Journal of Scheduling
3 Journal of Systems Science and Complexity
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 Journal of the American Statistical Association
2 Systems & Control Letters
2 Insurance Mathematics & Economics
2 Constructive Approximation
2 Asia-Pacific Journal of Operational Research
2 Journal of Scientific Computing
2 Linear Algebra and its Applications
2 Pattern Recognition
2 Computational Statistics and Data Analysis
2 International Journal of Robust and Nonlinear Control
2 Journal of Mathematical Imaging and Vision
2 SIAM Journal on Scientific Computing
2 Annals of Mathematics and Artificial Intelligence
2 Mathematical Methods of Operations Research
2 Journal of Inequalities and Applications
2 Computational Geosciences
2 CEJOR. Central European Journal of Operations Research
2 RAIRO. Operations Research
2 Quantitative Finance
2 Foundations of Computational Mathematics
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 International Journal of Modern Physics B
1 Computer Methods in Applied Mechanics and Engineering
1 Computer Physics Communications
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 International Journal for Numerical Methods in Engineering
1 International Statistical Review
...and 73 more Serials

Citations by Year