Constantine Caramanis

Dikutip oleh

	Semua	Sejak 2020
Kutipan	13681	6132
indeks-h	48	37
indeks-i10	107	79

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Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaEmail yang diverifikasi di technion.ac.il
Huan XuAlibaba IncEmail yang diverifikasi di alibaba-inc.com
Sujay SanghaviAssociate Professor, Electrical and Computer Engineering, University of Texas, AustinEmail yang diverifikasi di mail.utexas.edu
Dimitris BertsimasBoeing Professor of Operations Research, MITEmail yang diverifikasi di mit.edu
Robert HeathCharles Lee Powell Chair in Wireless Communication, University of California, San DiegoEmail yang diverifikasi di ucsd.edu
Jeffrey AndrewsTruchard Family Chair and Director of 6G@UT, University of Texas at AustinEmail yang diverifikasi di ece.utexas.edu
Qiaoyang YeEmail yang diverifikasi di utexas.edu
Alan BovikCockrell Family Regents Endowed Chair Professor, The University of Texas at AustinEmail yang diverifikasi di ece.utexas.edu
Alexandros G DimakisProfessor, EECS, UC BerkeleyEmail yang diverifikasi di berkeley.edu
Amin KhalekAppleEmail yang diverifikasi di apple.com
Ioannis (Yannis) MitliagkasAssociate Professor at Mila, University of MontréalEmail yang diverifikasi di iro.umontreal.ca
Michael OrshanskyUniversity of Texas at AustinEmail yang diverifikasi di utexas.edu
Beiyu RongEmail yang diverifikasi di ieee.org
David B. BrownThe Fuqua School of Business, Duke UniversityEmail yang diverifikasi di duke.edu
Aditya GopalanIndian Institute of Science, BangaloreEmail yang diverifikasi di iisc.ac.in
Prateek JainGoogle Research IndiaEmail yang diverifikasi di google.com
Gustavo de VecianaProfessor of Electrical and Computer Engineering, U.T. AustinEmail yang diverifikasi di ece.utexas.edu
Sumohana S. ChannappayyaIIT HyderabadEmail yang diverifikasi di iith.ac.in
Harish GanapathyThe University of Texas at AustinEmail yang diverifikasi di utexas.edu
Robert (Bob) DanielsCTO, Cobalt Solutions, Inc.Email yang diverifikasi di cobaltsolutions.net

Ikuti

Constantine Caramanis

Professor of Electrical and Computer Engineering, UT Austin

Email yang diverifikasi di utexas.edu - Beranda

Optimization Statistics Machine Learning Networks Algorithms


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
Theory and applications of robust optimization D Bertsimas, DB Brown, C Caramanis SIAM review 53 (3), 464-501, 2011	3235	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	904	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	401	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	323	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	274	2011
Finite adaptability in multistage linear optimization D Bertsimas, C Caramanis IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010	265	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	227	2013
Memory limited, streaming PCA I Mitliagkas, C Caramanis, P Jain Advances in neural information processing systems 26, 2013	201	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	200	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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