Constantine Caramanis
Constantine Caramanis
Professor of Electrical and Computer Engineering, UT Austin
Verified email at utexas.edu - Homepage
TitleCited byYear
Theory and applications of robust optimization
D Bertsimas, DB Brown, C Caramanis
SIAM review 53 (3), 464-501, 2011
17122011
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
10152013
Robust PCA via outlier pursuit
H Xu, C Caramanis, S Sanghavi
Advances in Neural Information Processing Systems, 2496-2504, 2010
5592010
Robustness and regularization of support vector machines
H Xu, C Caramanis, S Mannor
Journal of Machine Learning Research 10 (Jul), 1485-1510, 2009
2962009
Robust regression and Lasso
H Xu, C Caramanis, S Mannor
Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010
1942010
Fast algorithms for robust PCA via gradient descent
X Yi, D Park, Y Chen, C Caramanis
Advances in neural information processing systems, 4152-4160, 2016
1542016
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
1522013
Finite adaptability in multistage linear optimization
D Bertsimas, C Caramanis
IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010
1512010
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
1382011
Memory limited, streaming PCA
I Mitliagkas, C Caramanis, P Jain
Advances in Neural Information Processing Systems, 2886-2894, 2013
1372013
Outlier-Robust PCA: The High-Dimensional Case
H Xu, C Caramanis, S Mannor
IEEE Transactions on Information Theory, 1-1, 2012
136*2012
Rate bounds on SSIM index of quantized images
SS Channappayya, AC Bovik, RW Heath Jr
IEEE Transactions on Image Processing 17 (9), 1624-1639, 2008
1172008
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
113*2015
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
1042014
Design of linear equalizers optimized for the structural similarity index
SS Channappayya, AC Bovik, C Caramanis, RW Heath
IEEE transactions on image processing 17 (6), 857-872, 2008
1012008
Greedy subspace clustering
D Park, C Caramanis, S Sanghavi
Advances in Neural Information Processing Systems, 2753-2761, 2014
862014
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach
D Park, A Kyrillidis, C Caramanis, S Sanghavi
arXiv preprint arXiv:1609.03240, 2016
842016
Robust sparse regression under adversarial corruption
Y Chen, C Caramanis, S Mannor
International Conference on Machine Learning, 774-782, 2013
84*2013
Equitable and efficient coordination in traffic flow management
C Barnhart, D Bertsimas, C Caramanis, D Fearing
Transportation Science 46 (2), 262-280, 2012
842012
Resource optimization in device-to-device cellular systems using time-frequency hopping
Q Ye, M Al-Shalash, C Caramanis, JG Andrews
IEEE Transactions on Wireless Communications 13 (10), 5467-5480, 2014
832014
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