Constantine Caramanis

Citirano

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Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ Nvidia ResearchPotvrđena adresa e-pošte na technion.ac.il
Huan XuAlibaba IncPotvrđena adresa e-pošte na alibaba-inc.com
Sujay SanghaviAssociate Professor, Electrical and Computer Engineering, WNCG, University of Texas, AustinPotvrđena adresa e-pošte na mail.utexas.edu
Jeffrey AndrewsTruchard Family Chair and Director of 6G@UT, University of Texas at AustinPotvrđena adresa e-pošte na ece.utexas.edu
Dimitris BertsimasBoeing Professor of Operations Research, MITPotvrđena adresa e-pošte na mit.edu
Robert HeathLampe Distinguished Professor, North Carolina State UniversityPotvrđena adresa e-pošte na ncsu.edu
Qiaoyang YePotvrđena adresa e-pošte na utexas.edu
Alan BovikCockrell Family Regents Endowed Chair Professor, The University of Texas at AustinPotvrđena adresa e-pošte na ece.utexas.edu
Amin KhalekApplePotvrđena adresa e-pošte na apple.com
Ioannis (Yannis) MitliagkasAssociate Professor at Mila, University of MontréalPotvrđena adresa e-pošte na iro.umontreal.ca
Alexandros G DimakisProfessor, ECE University of Texas at AustinPotvrđena adresa e-pošte na austin.utexas.edu
Beiyu RongPotvrđena adresa e-pošte na ieee.org
Michael OrshanskyUniversity of Texas at AustinPotvrđena adresa e-pošte na austin.utexas.edu
David B. BrownThe Fuqua School of Business, Duke UniversityPotvrđena adresa e-pošte na duke.edu
Aditya GopalanIndian Institute of Science, BangalorePotvrđena adresa e-pošte na iisc.ac.in
Prateek JainGoogle Research IndiaPotvrđena adresa e-pošte na google.com
Gustavo de VecianaProfessor of Electrical and Computer Engineering, U.T. AustinPotvrđena adresa e-pošte na ece.utexas.edu
Sumohana S. ChannappayyaIIT HyderabadPotvrđena adresa e-pošte na iith.ac.in
Harish GanapathyThe University of Texas at AustinPotvrđena adresa e-pošte na utexas.edu
Chao ChenDiscord Inc.Potvrđena adresa e-pošte na discordapp.com

Prati

Constantine Caramanis

Professor of Electrical and Computer Engineering, UT Austin

Potvrđena adresa e-pošte na utexas.edu - Početna stranica

Optimization Statistics Machine Learning Networks Algorithms


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Theory and applications of robust optimization D Bertsimas, DB Brown, C Caramanis SIAM review 53 (3), 464-501, 2011	2712	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	1353	2013
Robust PCA via outlier pursuit H Xu, C Caramanis, S Sanghavi Advances in neural information processing systems 23, 2010	826	2010
Robustness and Regularization of Support Vector Machines. H Xu, C Caramanis, S Mannor Journal of machine learning research 10 (7), 2009	506	2009
Robust regression and Lasso H Xu, C Caramanis, S Mannor Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010	317	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	261	2016
Finite adaptability in multistage linear optimization D Bertsimas, C Caramanis IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010	230	2010
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	220	2011
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	206	2013
Outlier-Robust PCA: The High-Dimensional Case H Xu, C Caramanis, S Mannor IEEE Transactions on Information Theory, 1-1, 2012	199*	2012
Memory limited, streaming PCA I Mitliagkas, C Caramanis, P Jain Advances in neural information processing systems 26, 2013	169	2013
Robust sparse regression under adversarial corruption Y Chen, C Caramanis, S Mannor International conference on machine learning, 774-782, 2013	165*	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	162*	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	157	2008
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	150	2017
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	131	2014
Alternating minimization for mixed linear regression X Yi, C Caramanis, S Sanghavi International Conference on Machine Learning, 613-621, 2014	127	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	124	2009
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	119	2014
Greedy subspace clustering D Park, C Caramanis, S Sanghavi Advances in neural information processing systems 27, 2014	117	2014

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