Christos Thrampoulidis
Christos Thrampoulidis
Assistant Professor
Verified email at ucsb.edu - Homepage
Title
Cited by
Cited by
Year
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
952013
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
90*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
722015
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
662018
Regularized linear regression: A precise analysis of the estimation error
C Thrampoulidis, S Oymak, B Hassibi
Proceedings of Machine Learning Research 40, 1683-1709, 2015
612015
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
55*2018
Phase retrieval via polytope optimization: Geometry, phase transitions, and new algorithms
O Dhifallah, C Thrampoulidis, YM Lu
arXiv preprint arXiv:1805.09555, 2018
47*2018
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
38*2015
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
31*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
30*2018
A model of double descent for high-dimensional binary linear classification
Z Deng, A Kammoun, C Thrampoulidis
arXiv preprint arXiv:1911.05822, 2019
18*2019
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
182019
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
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
112018
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
112015
The generalized lasso for sub-gaussian measurements with dithered quantization
C Thrampoulidis, AS Rawat
IEEE Transactions on Information Theory 66 (4), 2487-2500, 2020
102020
Linear stochastic bandits under safety constraints
S Amani, M Alizadeh, C Thrampoulidis
Advances in Neural Information Processing Systems, 9256-9266, 2019
9*2019
Recovering structured signals in noise: Least-squares meets compressed sensing
C Thrampoulidis, S Oymak, B Hassibi
Compressed Sensing and Its Applications, 97-141, 2015
92015
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
92014
Sharp asymptotics and optimal performance for inference in binary models
H Taheri, R Pedarsani, C Thrampoulidis
arXiv preprint arXiv:2002.07284, 2020
8*2020
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