Constantine Caramanis

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Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaPatvirtintas el. paštas technion.ac.il
Huan XuAlibaba IncPatvirtintas el. paštas alibaba-inc.com
Sujay SanghaviAssociate Professor, Electrical and Computer Engineering, University of Texas, AustinPatvirtintas el. paštas mail.utexas.edu
Dimitris BertsimasBoeing Professor of Operations Research, MITPatvirtintas el. paštas mit.edu
Robert HeathCharles Lee Powell Chair in Wireless Communication, University of California, San DiegoPatvirtintas el. paštas ucsd.edu
Jeffrey AndrewsTruchard Family Chair and Director of 6G@UT, University of Texas at AustinPatvirtintas el. paštas ece.utexas.edu
Qiaoyang YePatvirtintas el. paštas utexas.edu
Alan BovikCockrell Family Regents Endowed Chair Professor, The University of Texas at AustinPatvirtintas el. paštas ece.utexas.edu
Alexandros G DimakisProfessor, ECE University of Texas at AustinPatvirtintas el. paštas austin.utexas.edu
Amin KhalekApplePatvirtintas el. paštas apple.com
Ioannis (Yannis) MitliagkasAssociate Professor at Mila, University of MontréalPatvirtintas el. paštas iro.umontreal.ca
Michael OrshanskyUniversity of Texas at AustinPatvirtintas el. paštas utexas.edu
Beiyu RongPatvirtintas el. paštas ieee.org
David B. BrownThe Fuqua School of Business, Duke UniversityPatvirtintas el. paštas duke.edu
Aditya GopalanIndian Institute of Science, BangalorePatvirtintas el. paštas iisc.ac.in
Prateek JainGoogle Research IndiaPatvirtintas el. paštas google.com
Gustavo de VecianaProfessor of Electrical and Computer Engineering, U.T. AustinPatvirtintas el. paštas ece.utexas.edu
Sumohana S. ChannappayyaIIT HyderabadPatvirtintas el. paštas iith.ac.in
Harish GanapathyThe University of Texas at AustinPatvirtintas el. paštas utexas.edu
Robert (Bob) DanielsCTO, Cobalt Solutions, Inc.Patvirtintas el. paštas cobaltsolutions.net

Stebėti

Constantine Caramanis

Professor of Electrical and Computer Engineering, UT Austin

Patvirtintas el. paštas utexas.edu - Pagrindinis puslapis

Optimization Statistics Machine Learning Networks Algorithms


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
Theory and applications of robust optimization D Bertsimas, DB Brown, C Caramanis SIAM review 53 (3), 464-501, 2011	3220	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	1493	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	619	2009
Robust regression and Lasso H Xu, C Caramanis, S Mannor Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010	399	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	322	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	273	2011
Finite adaptability in multistage linear optimization D Bertsimas, C Caramanis IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010	264	2010
Outlier-Robust PCA: The High-Dimensional Case H Xu, C Caramanis, S Mannor IEEE Transactions on Information Theory, 1-1, 2012	234*	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	226	2013
Memory limited, streaming PCA I Mitliagkas, C Caramanis, P Jain Advances in neural information processing systems 26, 2013	200	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	199	2017
Robust sparse regression under adversarial corruption Y Chen, C Caramanis, S Mannor International conference on machine learning, 774-782, 2013	198*	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	174*	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	174	2008
Alternating minimization for mixed linear regression X Yi, C Caramanis, S Sanghavi International Conference on Machine Learning, 613-621, 2014	169	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	137	2014
Equitable and efficient coordination in traffic flow management C Barnhart, D Bertsimas, C Caramanis, D Fearing Transportation Science 46 (2), 262-280, 2012	129	2012

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