Concepedia

Ben Adcock

BA

49

Publications

3.4K

Citations

30

H-Index

2009

Active since

Affiliations

Simon Fraser University(Current)

University of Cambridge

Purdue University West Lafayette

University of Oslo

Ben Adcock is an author at Simon Fraser University specializing in engineering, approximation theory, and inverse problems.

Top concepts

EngineeringApproximation TheoryInverse ProblemsCompressive SensingSignal ProcessingStatisticsNumerical AnalysisComputer ScienceComputational ImagingStatistical Inference

Publications per year

2009–2021

49

Publications

49

On instabilities of deep learning in image reconstruction and the potential costs of AI

Vegard Antun, Francesco Renna, Clarice Poon et al. · Proceedings of the National Academy of Sciences · 2020 · 713 citations · Full text

Artificial Intelligence, Image Reconstruction, Convolutional Neural Network +22

BREAKING THE COHERENCE BARRIER: A NEW THEORY FOR COMPRESSED SENSING

Ben Adcock, Anders C. Hansen, Clarice Poon et al. · Forum of Mathematics Sigma · 2017 · 266 citations · Full text

Engineering, Coherence, Atomic Decomposition +18

Generalized Sampling and Infinite-Dimensional Compressed Sensing

Ben Adcock, Anders C. Hansen · Foundations of Computational Mathematics · 2015 · 178 citations · Full text

Engineering, Compressive Sensing, Signal Reconstruction +2

A Generalized Sampling Theorem for Stable Reconstructions in Arbitrary Bases

Ben Adcock, Anders C. Hansen · Journal of Fourier Analysis and Applications · 2012 · 122 citations

Sampling (Signal Processing), Engineering, Compressive Sensing +7

The Gap between Theory and Practice in Function Approximation with Deep Neural Networks

Ben Adcock, Nick Dexter · SIAM Journal on Mathematics of Data Science · 2021 · 119 citations · Full text

Artificial Intelligence, Active Subscription, Engineering +24

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