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
14152011
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
8212013
Robust PCA via outlier pursuit
H Xu, C Caramanis, S Sanghavi
Advances in Neural Information Processing Systems, 2496-2504, 2010
4732010
Robustness and regularization of support vector machines
H Xu, C Caramanis, S Mannor
Journal of Machine Learning Research 10 (Jul), 1485-1510, 2009
2442009
Robust regression and Lasso
H Xu, C Caramanis, S Mannor
Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010
1612010
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
1342013
Outlier-Robust PCA: The High-Dimensional Case
H Xu, C Caramanis, S Mannor
IEEE Transactions on Information Theory, 1-1, 2012
121*2012
Finite adaptability in multistage linear optimization
D Bertsimas, C Caramanis
IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010
1202010
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, 2012
1162012
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
1072016
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
1062008
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, 2016
100*2016
Memory limited, streaming PCA
I Mitliagkas, C Caramanis, P Jain
Advances in Neural Information Processing Systems, 2886-2894, 2013
992013
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
962008
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, 2015
832015
On/off macrocells and load balancing in heterogeneous cellular networks
Q Ye, M Al-Shalashy, C Caramanis, JG Andrews
Global communications conference (GLOBECOM), 2013 IEEE, 3814-3819, 2013
772013
On wireless scheduling with partial channel-state information
A Gopalan, C Caramanis, S Shakkottai
IEEE Transactions on Information Theory 58 (1), 403-420, 2012
72*2012
Greedy subspace clustering
D Park, C Caramanis, S Sanghavi
Advances in Neural Information Processing Systems, 2753-2761, 2014
712014
A cross-layer design for perceptual optimization of H. 264/SVC with unequal error protection
AA Khalek, C Caramanis, RW Heath
IEEE Journal on selected areas in Communications 30 (7), 1157-1171, 2012
692012
Equitable and efficient coordination in traffic flow management
C Barnhart, D Bertsimas, C Caramanis, D Fearing
Transportation Science 46 (2), 262-280, 2012
692012
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