Concepedia

Christos Thrampoulidis

CT

39

Publications

1.3K

Citations

20

H-Index

2013

Active since

Affiliations

California Institute of Technology(Current)

University of California, Santa Barbara

University of British Columbia

King Abdullah University of Science and Technology

Massachusetts Institute of Technology

Christos Thrampoulidis is an author at California Institute of Technology specializing in engineering, computer science, and inverse problems.

Top concepts

EngineeringComputer ScienceSignal ProcessingInverse ProblemsMachine LearningData ScienceStatistical InferenceStatisticsMathematical ProgrammingDeep Learning

Publications per year

2013–2023

39

Publications

39

Precise Error Analysis of Regularized <inline-formula> <tex-math notation="LaTeX">$M$ </tex-math> </inline-formula>-Estimators in High Dimensions

Christos Thrampoulidis, Ehsan Abbasi, Babak Hassibi · IEEE Transactions on Information Theory · 2018 · 167 citations

Numerical Analysis, Engineering, State Estimation +17

Regularized Linear Regression: A Precise Analysis of the Estimation Error

Christos Thrampoulidis, Samet Oymak, Babak Hassibi · CaltechAUTHORS (California Institute of Technology) · 2015 · 118 citations · Full text

Optimal Placement of Distributed Energy Storage in Power Networks

Christos Thrampoulidis, Subhonmesh Bose, Babak Hassibi · IEEE Transactions on Automatic Control · 2015 · 90 citations

Distributed Energy System, Electrical Engineering, Engineering +15

The LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements

Christos Thrampoulidis, Ehsan Abbasi, Babak Hassibi · arXiv (Cornell University) · 2015 · 89 citations · Full text

Sparse Representation, Engineering, Measurement Problem +15

A model of double descent for high-dimensional binary linear classification

Zeyu Deng, Abla Kammoun, Christos Thrampoulidis · Information and Inference A Journal of the IMA · 2021 · 75 citations

Mathematical Programming, Gradient Descent, Engineering +17

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