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
16472011
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
9782013
Robust PCA via outlier pursuit
H Xu, C Caramanis, S Sanghavi
Advances in Neural Information Processing Systems, 2496-2504, 2010
5352010
Robustness and regularization of support vector machines
H Xu, C Caramanis, S Mannor
Journal of Machine Learning Research 10 (Jul), 1485-1510, 2009
2822009
Robust regression and Lasso
H Xu, C Caramanis, S Mannor
Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010
1892010
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
1502013
Finite adaptability in multistage linear optimization
D Bertsimas, C Caramanis
IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010
1432010
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
1372016
Outlier-Robust PCA: The High-Dimensional Case
H Xu, C Caramanis, S Mannor
IEEE Transactions on Information Theory, 1-1, 2012
132*2012
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
1322011
Memory limited, streaming PCA
I Mitliagkas, C Caramanis, P Jain
Advances in Neural Information Processing Systems, 2886-2894, 2013
1302013
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
112*2015
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
1122008
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
1002014
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
982008
Greedy subspace clustering
D Park, C Caramanis, S Sanghavi
Advances in Neural Information Processing Systems, 2753-2761, 2014
842014
On/off macrocells and load balancing in heterogeneous cellular networks
Q Ye, M Al-Shalash, C Caramanis, JG Andrews
2013 IEEE global communications conference (GLOBECOM), 3814-3819, 2013
812013
Equitable and efficient coordination in traffic flow management
C Barnhart, D Bertsimas, C Caramanis, D Fearing
Transportation Science 46 (2), 262-280, 2012
812012
Robust sparse regression under adversarial corruption
Y Chen, C Caramanis, S Mannor
International Conference on Machine Learning, 774-782, 2013
79*2013
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
782014
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