Constantine Caramanis

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Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaAdresse e-mail validée de technion.ac.il
Huan XuAlibaba IncAdresse e-mail validée de alibaba-inc.com
Sujay SanghaviAssociate Professor, Electrical and Computer Engineering, University of Texas, AustinAdresse e-mail validée de mail.utexas.edu
Dimitris BertsimasBoeing Professor of Operations Research, MITAdresse e-mail validée de mit.edu
Robert HeathCharles Lee Powell Chair in Wireless Communication, University of California, San DiegoAdresse e-mail validée de ucsd.edu
Jeffrey AndrewsTruchard Family Chair and Director of 6G@UT, University of Texas at AustinAdresse e-mail validée de ece.utexas.edu
Qiaoyang YeAdresse e-mail validée de utexas.edu
Alan BovikCockrell Family Regents Endowed Chair Professor, The University of Texas at AustinAdresse e-mail validée de ece.utexas.edu
Alexandros G DimakisProfessor, ECE University of Texas at AustinAdresse e-mail validée de austin.utexas.edu
Amin KhalekAppleAdresse e-mail validée de apple.com
Ioannis (Yannis) MitliagkasAssociate Professor at Mila, University of MontréalAdresse e-mail validée de iro.umontreal.ca
Michael OrshanskyUniversity of Texas at AustinAdresse e-mail validée de utexas.edu
Beiyu RongAdresse e-mail validée de ieee.org
David B. BrownThe Fuqua School of Business, Duke UniversityAdresse e-mail validée de duke.edu
Aditya GopalanIndian Institute of Science, BangaloreAdresse e-mail validée de iisc.ac.in
Prateek JainGoogle Research IndiaAdresse e-mail validée de google.com
Gustavo de VecianaProfessor of Electrical and Computer Engineering, U.T. AustinAdresse e-mail validée de ece.utexas.edu
Sumohana S. ChannappayyaIIT HyderabadAdresse e-mail validée de iith.ac.in
Harish GanapathyThe University of Texas at AustinAdresse e-mail validée de utexas.edu
Robert (Bob) DanielsCTO, Cobalt Solutions, Inc.Adresse e-mail validée de cobaltsolutions.net

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Constantine Caramanis

Professor of Electrical and Computer Engineering, UT Austin

Adresse e-mail validée de utexas.edu - Page d'accueil

Optimization Statistics Machine Learning Networks Algorithms


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Theory and applications of robust optimization D Bertsimas, DB Brown, C Caramanis SIAM review 53 (3), 464-501, 2011	3208	2011
User association for load balancing in heterogeneous cellular networks Q Ye, B Rong, Y Chen, M Al-Shalash, C Caramanis, JG Andrews IEEE Transactions on Wireless Communications 12 (6), 2706-2716, 2013	1494	2013
Robust PCA via outlier pursuit H Xu, C Caramanis, S Sanghavi Advances in neural information processing systems 23, 2010	903	2010
Robustness and Regularization of Support Vector Machines. H Xu, C Caramanis, S Mannor Journal of machine learning research 10 (7), 2009	612	2009
Robust regression and Lasso H Xu, C Caramanis, S Mannor Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010	392	2010
Fast algorithms for robust PCA via gradient descent X Yi, D Park, Y Chen, C Caramanis Advances in neural information processing systems 29, 2016	317	2016
Sparse algorithms are not stable: A no-free-lunch theorem H Xu, C Caramanis, S Mannor IEEE transactions on pattern analysis and machine intelligence 34 (1), 187-193, 2011	270	2011
Finite adaptability in multistage linear optimization D Bertsimas, C Caramanis IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010	258	2010
Outlier-Robust PCA: The High-Dimensional Case H Xu, C Caramanis, S Mannor IEEE Transactions on Information Theory, 1-1, 2012	233*	2012
Low-rank matrix recovery from errors and erasures Y Chen, A Jalali, S Sanghavi, C Caramanis IEEE Transactions on Information Theory 59 (7), 4324-4337, 2013	229	2013
Memory limited, streaming PCA I Mitliagkas, C Caramanis, P Jain Advances in neural information processing systems 26, 2013	199	2013
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach D Park, A Kyrillidis, C Carmanis, S Sanghavi Artificial Intelligence and Statistics, 65-74, 2017	197	2017
Robust sparse regression under adversarial corruption Y Chen, C Caramanis, S Mannor International conference on machine learning, 774-782, 2013	195*	2013
Matrix completion with column manipulation: Near-optimal sample-robustness-rank tradeoffs Y Chen, H Xu, C Caramanis, S Sanghavi IEEE Transactions on Information Theory 62 (1), 503-526, 2015	176*	2015
Rate bounds on SSIM index of quantized images SS Channappayya, AC Bovik, RW Heath IEEE Transactions on Image Processing 17 (9), 1624-1639, 2008	175	2008
Alternating minimization for mixed linear regression X Yi, C Caramanis, S Sanghavi International Conference on Machine Learning, 613-621, 2014	166	2014
Modeling the time—Varying subjective quality of HTTP video streams with rate adaptations C Chen, LK Choi, G De Veciana, C Caramanis, RW Heath, AC Bovik IEEE Transactions on Image Processing 23 (5), 2206-2221, 2014	142	2014
Adaptation in convolutionally coded MIMO-OFDM wireless systems through supervised learning and SNR ordering RC Daniels, CM Caramanis, RW Heath IEEE Transactions on vehicular Technology 59 (1), 114-126, 2009	140	2009
Distributed resource allocation in device-to-device enhanced cellular networks Q Ye, M Al-Shalash, C Caramanis, JG Andrews IEEE Transactions on Communications 63 (2), 441-454, 2014	136	2014
Equitable and efficient coordination in traffic flow management C Barnhart, D Bertsimas, C Caramanis, D Fearing Transportation Science 46 (2), 262-280, 2012	128	2012

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