Christos Thrampoulidis
Christos Thrampoulidis
Assistant Professor
Verified email at ucsb.edu - Homepage
TitleCited byYear
The squared-error of generalized lasso: A precise analysis
S Oymak, C Thrampoulidis, B Hassibi
2013 51st Annual Allerton Conference on Communication, Control, and …, 2013
852013
Optimal placement of distributed energy storage in power networks
C Thrampoulidis, S Bose, B Hassibi
IEEE Transactions on Automatic Control 61 (2), 416-429, 2015
74*2015
Lasso with non-linear measurements is equivalent to one with linear measurements
C Thrampoulidis, E Abbasi, B Hassibi
Advances in Neural Information Processing Systems, 3420-3428, 2015
642015
Precise Error Analysis of Regularized-Estimators in High Dimensions
C Thrampoulidis, E Abbasi, B Hassibi
IEEE Transactions on Information Theory 64 (8), 5592-5628, 2018
452018
Regularized linear regression: A precise analysis of the estimation error
C Thrampoulidis, S Oymak, B Hassibi
Conference on Learning Theory, 1683-1709, 2015
452015
Asymptotically exact error analysis for the generalized equation-LASSO
C Thrampoulidis, A Panahi, B Hassibi
Information Theory (ISIT), 2015 IEEE International Symposium on, 2021-2025, 2015
37*2015
Exploiting occlusion in non-line-of-sight active imaging
C Thrampoulidis, G Shulkind, F Xu, WT Freeman, JH Shapiro, A Torralba, ...
IEEE Transactions on Computational Imaging 4 (3), 419-431, 2018
34*2018
Phase retrieval via polytope optimization: Geometry, phase transitions, and new algorithms
O Dhifallah, C Thrampoulidis, YM Lu
arXiv preprint arXiv:1805.09555, 2018
30*2018
Simple error bounds for regularized noisy linear inverse problems
C Thrampoulidis, S Oymak, B Hassibi
2014 IEEE International Symposium on Information Theory, 3007-3011, 2014
28*2014
Symbol error rate performance of box-relaxation decoders in massive MIMO
C Thrampoulidis, W Xu, B Hassibi
IEEE Transactions on Signal Processing 66 (13), 3377-3392, 2018
24*2018
Near-optimal sample complexity bounds for circulant binary embedding
S Oymak, C Thrampoulidis, B Hassibi
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
122017
Isotropically random orthogonal matrices: Performance of lasso and minimum conic singular values
C Thrampoulidis, B Hassibi
2015 IEEE International Symposium on Information Theory (ISIT), 556-560, 2015
102015
Recovering structured signals in noise: Least-squares meets compressed sensing
C Thrampoulidis, S Oymak, B Hassibi
Compressed Sensing and Its Applications, 97-141, 2015
82015
Estimating structured signals in sparse noise: A precise noise sensitivity analysis
C Thrampoulidis, B Hassibi
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
82014
Analysis and optimization of aperture design in computational imaging
A Yedidia, C Thrampoulidis, G Wornell
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
72018
The generalized lasso for sub-gaussian measurements with dithered quantization
C Thrampoulidis, AS Rawat
arXiv preprint arXiv:1807.06976, 2018
62018
General performance metrics for the lasso
E Abbasi, C Thrampoulidis, B Hassibi
2016 IEEE Information Theory Workshop (ITW), 181-185, 2016
62016
Improved bounds on Gaussian MAC and sparse regression via Gaussian inequalities
I Zadik, Y Polyanskiy, C Thrampoulidis
2019 IEEE International Symposium on Information Theory (ISIT), 430-434, 2019
52019
The BOX-LASSO with application to GSSK modulation in massive MIMO systems
IB Atitallah, C Thrampoulidis, A Kammoun, TY Al-Naffouri, MS Alouini, ...
2017 IEEE International Symposium on Information Theory (ISIT), 1082-1086, 2017
52017
Improved bounds on the epidemic threshold of exact SIS models on complex networks
NA Ruhi, C Thrampoulidis, B Hassibi
2016 IEEE 55th Conference on Decision and Control (CDC), 3560-3565, 2016
52016
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