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Anders C. Hansen

University of Cambridge

29H-index
129Paper Count
3.4KCitation Count
Published Papers 9
Publication Date
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Instability in deep learning - when algorithms cannot compute uncertainty quantifications for neural networks
errEuropean Journal of Applied Mathematics
IF1.1
err2025-11-01
err0
PREAI
errGazdag, Luca Eva; Antun, Vegard; Hansen, Anders C.
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The mathematics of adversarial attacks in AI - why deep learning is unstable despite the existence of stable neural networks
errEuropean Journal of Applied Mathematics
IF1.1
err2025-11-01
err0
errOAAI
errBastounis, Alexander; Hansen, Anders; Vlacic, Verner
errShare
errSave
Do stable neural networks exist for classification problems? - A new view on stability in AI
errEuropean Journal of Applied Mathematics
IF1.1
err2025-11-01
err0
errOAAI
errLiu, David; Hansen, Anders
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errSave
The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale's 18th problem
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2022-03-16
err54
errOAAI
errColbrook, Matthew J.; Antun, Vegard; Hansen, Anders C.
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On instabilities of deep learning in image reconstruction and the potential costs of AI
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2020-05-11
err409
errOAAI
errAntun, Vegard; Renna, Francesco; Poon, Clarice; Adcock, Ben; Hansen, Anders C.
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errSave
Compressed sensing MRI with variable density averaging (CS-VDA) outperforms full sampling at low SNR
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2020-02-10
err4
errOAAI
errSchoormans, Jasper; Strijkers, Gustav J.; Hansen, Anders C.; Nederveen, Aart J.; Coolen, Bram F.
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Continuous Compressed Sensing for Surface Dynamical Processes with Helium Atom Scattering
errSCIENTIFIC REPORTS
IF3.9
err2016-06-15
err21
errOAAI
errJones, Alex; Tamtoegl, Anton; Calvo-Almazan, Irene; Hansen, Anders
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A Note on Compressed Sensing of Structured Sparse Wavelet Coefficients From Subsampled Fourier Measurements
errieee signal processing magazine
IF3.9
err2016-05-01
err20
errOAAI
errAdcock, Ben; Hansen, Anders C.; Roman, Bogdan
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errSave
ON THE SOLVABILITY COMPLEXITY INDEX, THE n-PSEUDOSPECTRUM AND APPROXIMATIONS OF SPECTRA OF OPERATORS
errJOURNAL OF THE AMERICAN MATHEMATICAL SOCIETY
IF3.2
err2010-07-12
err64
errOAAI
errHansen, Anders C.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
A
Aart J. Nederveen
H-index: 66 · Papers: 589
G
Gustav J. Strijkers
H-index: 64 · Papers: 455
B
Ben Adcock
H-index: 32 · Papers: 214
B
Bram F. Coolen
H-index: 26 · Papers: 125
F
Francesco Renna
H-index: 21 · Papers: 139
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