Constantine Caramanis
Constantine Caramanis
Professor of Electrical and Computer Engineering, UT Austin
在 utexas.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Theory and applications of robust optimization
D Bertsimas, DB Brown, C Caramanis
SIAM review 53 (3), 464-501, 2011
23152011
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
12512013
Robustness and Regularization of Support Vector Machines.
H Xu, C Caramanis, S Mannor
Journal of machine learning research 10 (7), 2009
4242009
Robust PCA via outlier pursuit
H Xu, C Caramanis, S Sanghavi
arXiv preprint arXiv:1010.4237, 2010
4142010
Robust PCA via outlier pursuit
H Xu, C Caramanis, S Sanghavi
IEEE transactions on information theory 58 (5), 3047-3064, 2012
3562012
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
2262016
Finite adaptability in multistage linear optimization
D Bertsimas, C Caramanis
IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010
1982010
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
1972013
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
1942011
Outlier-Robust PCA: The High-Dimensional Case
H Xu, C Caramanis, S Mannor
IEEE Transactions on Information Theory, 1-1, 2012
183*2012
Memory limited, streaming PCA
I Mitliagkas, C Caramanis, P Jain
arXiv preprint arXiv:1307.0032, 2013
1672013
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
151*2015
Robust regression and Lasso
H Xu, C Caramanis, S Mannor
Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010
1492010
Rate bounds on SSIM index of quantized images
SS Channappayya, AC Bovik, RW Heath
IEEE Transactions on Image Processing 17 (9), 1624-1639, 2008
1422008
Robust sparse regression under adversarial corruption
Y Chen, C Caramanis, S Mannor
International Conference on Machine Learning, 774-782, 2013
1362013
Robust regression and lasso
H Xu, C Caramanis, S Mannor
arXiv preprint arXiv:0811.1790, 2008
1362008
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
1322017
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
1272014
Greedy subspace clustering
D Park, C Caramanis, S Sanghavi
arXiv preprint arXiv:1410.8864, 2014
1112014
Alternating minimization for mixed linear regression
X Yi, C Caramanis, S Sanghavi
International Conference on Machine Learning, 613-621, 2014
1112014
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