Concepedia

Volkan Cevher

VC

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Publications

150

Citations

6.6K

H-Index

41

Active since

2001

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Georgia Institute of Technology

Rice University

Idiap Research Institute

University of Maryland, College Park

Volkan Cevher is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, computer science, and inverse problems.

Top concepts

EngineeringComputer ScienceInverse ProblemsSignal ProcessingMachine LearningData ScienceApproximation TheoryMathematical ProgrammingCompressive SensingStatistical Inference

Publications per year

2001–2025

150

Publications

150

Ultrasensitive hyperspectral imaging and biodetection enabled by dielectric metasurfaces

Filiz Yesilköy, Eduardo R. Arvelo, Yasaman Jahani et al. · Nature Photonics · 2019 · 932 citations · Full text

Engineering, Imaging Spectroscopy, Biomedical Imaging +7

Convex Optimization for Big Data: Scalable, randomized, and parallel algorithms for big data analytics

Volkan Cevher, Stephen Becker, Mark Schmidt · IEEE Signal Processing Magazine · 2014 · 308 citations

Bilinear Generalized Approximate Message Passing—Part I: Derivation

Jason T. Parker, Philip Schniter, Volkan Cevher · IEEE Transactions on Signal Processing · 2014 · 278 citations · Full text

Low-Dimensional Models for Dimensionality Reduction and Signal Recovery: A Geometric Perspective

Richard G. Baraniuk, Volkan Cevher, Michael B. Wakin · Proceedings of the IEEE · 2010 · 184 citations · Full text

Sparse Representation, Engineering, High-dimensional Method +14

A compressive beamforming method

Ali Cafer Gürbüz, James H. McClellan, Volkan Cevher · Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing · 2008 · 142 citations · Full text

1–5 of 150