متابعة
Constantine Caramanis
Constantine Caramanis
Professor of Electrical and Computer Engineering, UT Austin
بريد إلكتروني تم التحقق منه على utexas.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Theory and applications of robust optimization‏
D Bertsimas, DB Brown, C Caramanis‏
SIAM review 53 (3), 464-501, 2011‏
32112011
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
14952013
Robust PCA via outlier pursuit‏
H Xu, C Caramanis, S Sanghavi‏
Advances in neural information processing systems 23, 2010‏
9032010
Robustness and Regularization of Support Vector Machines.‏
H Xu, C Caramanis, S Mannor‏
Journal of machine learning research 10 (7), 2009‏
6122009
Robust regression and Lasso‏
H Xu, C Caramanis, S Mannor‏
Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010‏
3922010
Fast algorithms for robust PCA via gradient descent‏
X Yi, D Park, Y Chen, C Caramanis‏
Advances in neural information processing systems 29, 2016‏
3182016
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
2702011
Finite adaptability in multistage linear optimization‏
D Bertsimas, C Caramanis‏
IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010‏
2582010
Outlier-Robust PCA: The High-Dimensional Case‏
H Xu, C Caramanis, S Mannor‏
IEEE Transactions on Information Theory, 1-1, 2012‏
233*2012
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
2292013
Memory limited, streaming PCA‏
I Mitliagkas, C Caramanis, P Jain‏
Advances in neural information processing systems 26, 2013‏
1992013
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
1972017
Robust sparse regression under adversarial corruption‏
Y Chen, C Caramanis, S Mannor‏
International conference on machine learning, 774-782, 2013‏
195*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
176*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
1762008
Alternating minimization for mixed linear regression‏
X Yi, C Caramanis, S Sanghavi‏
International Conference on Machine Learning, 613-621, 2014‏
1662014
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
1422014
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
1402009
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
1362014
Equitable and efficient coordination in traffic flow management‏
C Barnhart, D Bertsimas, C Caramanis, D Fearing‏
Transportation Science 46 (2), 262-280, 2012‏
1292012
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مقالات 1–20