Edit Profile (opens in new tab) Caramanis, Constantine Co-Author Distance Author ID: 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 all top 5 Co-Authors 0 single-authored 9 Mannor, Shie 8 Xu, Huan 4 Shakkottai, Sanjay 3 Bertsimas, Dimitris John 3 Chen, Yudong 3 Gopalan, Aditya 3 Sanghavi, Sujay 2 Bovik, Alan Conrad 2 Dimitrov, Nedialko B. 2 Ganapathy, Harish 1 Banerjee, Siddhartha 1 Brown, David B. 1 Chen, Chao 1 Choi, Lark Kwon 1 Davis, Damek Shea 1 de Veciana, Gustavo 1 Dütting, Paul 1 Faw, Matthew 1 Fusco, Federico 1 Heath, Robert W. jun. 1 Ho, Nhat 1 Kwon, Jeongyeol 1 Kyrillidis, Anastasios 1 Lazos, Philip 1 Leonardi, Stefano 1 Milling, Chris 1 Morton, David P. 1 Papadigenopoulos, Orestis 1 Park, Dohyung 1 Pountourakis, Emmanouil 1 Qian, Wei 1 Reiffenhäuser, Rebecca 1 Sinno, Zeina 1 Yi, Xinyang 1 Ying, Lei all top 5 Serials 9 IEEE Transactions on Information Theory 3 IEEE Transactions on Automatic Control 2 Operations Research 2 IEEE Transactions on Signal Processing 2 IEEE Transactions on Image Processing 1 Mathematics of Operations Research 1 Queueing Systems 1 SIAM Review 1 Mathematical Programming. Series A. Series B 1 Journal of Machine Learning Research (JMLR) 1 SIAM Journal on Imaging Sciences all top 5 Fields 14 Operations research, mathematical programming (90-XX) 11 Information and communication theory, circuits (94-XX) 7 Statistics (62-XX) 6 Computer science (68-XX) 3 Systems theory; control (93-XX) 2 Numerical analysis (65-XX) 1 Partial differential equations (35-XX) 1 Probability theory and stochastic processes (60-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications 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 cited Publications top 5 cited Publications 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 all top 5 Cited in 30 Fields 599 Operations research, mathematical programming (90-XX) 119 Statistics (62-XX) 102 Computer science (68-XX) 96 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 83 Numerical analysis (65-XX) 52 Calculus of variations and optimal control; optimization (49-XX) 35 Systems theory; control (93-XX) 17 Probability theory and stochastic processes (60-XX) 17 Information and communication theory, circuits (94-XX) 14 Linear and multilinear algebra; matrix theory (15-XX) 13 Partial differential equations (35-XX) 10 Biology and other natural sciences (92-XX) 8 Combinatorics (05-XX) 4 Convex and discrete geometry (52-XX) 4 Global analysis, analysis on manifolds (58-XX) 4 Mechanics of deformable solids (74-XX) 4 Fluid mechanics (76-XX) 3 Real functions (26-XX) 3 Approximations and expansions (41-XX) 3 Functional analysis (46-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Geophysics (86-XX) 1 Number theory (11-XX) 1 Algebraic geometry (14-XX) 1 Associative rings and algebras (16-XX) 1 Difference and functional equations (39-XX) 1 Operator theory (47-XX) 1 Algebraic topology (55-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year