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Christos Thrampoulidis

Observed names: Thrampoulidis Christos, Thrampoulidis, C., Thrampoulidis, Christos, Χρήστος Θραμπουλίδης
Observed institutions: California Institute of Technology, University of Iowa, Google (United States), Georgia Institute of Technology, Amazon (United States), University of British Columbia, University of California, Santa Barbara, Massachusetts Institute of Technology
ORCID: 0000-0001-9053-9365
Observed ORCID: 0000-0001-9053-9365
OpenAlex ID: A5024812488
Precise Error Analysis of Regularized $M$ -Estimators in High Dimensions
2018 · Christos Thrampoulidis, Ehsan Abbasi, et al. · IEEE Transactions on Information Theory · 168
Regularized Linear Regression: A Precise Analysis of the Estimation Error
2015 · Christos Thrampoulidis, Samet Oymak, et al. · CaltechAUTHORS (California Institute of Technology) · 116
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The squared-error of generalized LASSO: A precise analysis
2013 · Samet Oymak, Christos Thrampoulidis, et al. · Allerton Conference on Communication, Control, and Computing · 116
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Optimal Placement of Distributed Energy Storage in Power Networks
2015 · Christos Thrampoulidis, Subhonmesh Bose, et al. · IEEE Transactions on Automatic Control · 95
A model of double descent for high-dimensional binary linear classification
2021 · Zeyu Deng, Abla Kammoun, et al. · Information and Inference A Journal of the IMA · 87
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Revealing hidden scenes by photon-efficient occlusion-based opportunistic active imaging
2018 · Feihu Xu, Gal Shulkind, et al. · Optics Express · 79
Exploiting Occlusion in Non-Line-of-Sight Active Imaging
2018 · Christos Thrampoulidis, Gal Shulkind, et al. · IEEE Transactions on Computational Imaging · 75
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Using Unknown Occluders to Recover Hidden Scenes
2019 · Adam B. Yedidia, Manel Baradad, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 69
Symbol Error Rate Performance of Box-Relaxation Decoders in Massive MIMO
2018 · Christos Thrampoulidis, Weiyu Xu, et al. · IEEE Transactions on Signal Processing · 55
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Improved bounds on Gaussian MAC and sparse regression via Gaussian inequalities
2019 · Ilias Zadik, Yury Polyanskiy, et al. · IEEE International Symposium on Information Theory (ISIT) · 54
Linear Stochastic Bandits Under Safety Constraints
2019 · Amani, Sanae, Alizadeh, Mahnoosh, et al. · arXiv (Cornell University) · 43
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Data-Driven Texture Design for Reducing Elastic and Plastic Anisotropy in Titanium Alloys
2023 · Behnam Ahmadikia, Orestis Paraskevas, et al. · Acta Materialia · 40
Analytic Study of Double Descent in Binary Classification: The Impact of Loss
2020 · Ganesh Ramachandra Kini, Christos Thrampoulidis · IEEE International Symposium on Information Theory (ISIT) · 40
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Phase retrieval via linear programming: Fundamental limits and algorithmic improvements
2017 · Oussama Dhifallah, Christos Thrampoulidis, et al. · Allerton Conference on Communication, Control, and Computing · 38
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Label-Imbalanced and Group-Sensitive Classification under Overparameterization
2021 · Kini, Ganesh Ramachandra, Paraskevas, Orestis, et al. · arXiv (Cornell University) · 34
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AutoBalance: Optimized Loss Functions for Imbalanced Data
2022 · Li, Mingchen, Zhang, Xuechen, et al. · arXiv (Cornell University) · 32
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Ber analysis of the box relaxation for BPSK signal recovery
2016 · Christos Thrampoulidis, Ehsan Abbasi, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 32
Precise Error Analysis of Regularized M-estimators in High-dimensions
2016 · Thrampoulidis, Christos, Abbasi, Ehsan, et al. · arXiv (Cornell University) · 30
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The Generalized Lasso for Sub-Gaussian Measurements With Dithered Quantization
2020 · Christos Thrampoulidis, Ankit Singh Rawat · IEEE Transactions on Information Theory · 29
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Precise error analysis of the LASSO
2015 · Christos Thrampoulidis, Ashkan Panahi, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 26
Asymptotically exact error analysis for the generalized equation-LASSO
2015 · Christos Thrampoulidis, Ashkan Panahi, et al. · IEEE International Symposium on Information Theory (ISIT) · 25
Provable Benefits of Overparameterization in Model Compression: From Double Descent to Pruning Neural Networks
2021 · Xiangyu Chang, Yingcong Li, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 24
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions
2020 · Taheri, Hossein, Pedarsani, Ramtin, et al. · arXiv (Cornell University) · 24
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Phase Retrieval via Polytope Optimization: Geometry, Phase Transitions, and New Algorithms
2018 · Dhifallah, Oussama, Thrampoulidis, Christos, et al. · arXiv (Cornell University) · 23
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Imbalance Trouble: Revisiting Neural-Collapse Geometry
2022 · Christos Thrampoulidis, Ganesh Ramachandra Kini, et al. · neural information processing systems · 22
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Works count: 164
Citation count: 1,991
H-index: 23
I10-index: 53
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