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Vegard Antun
Vegard Antun
Postdoctoral Fellow - University of Oslo
Verified email at math.uio.no - Homepage
Title
Cited by
Cited by
Year
On instabilities of deep learning in image reconstruction and the potential costs of AI
V Antun, F Renna, C Poon, B Adcock, AC Hansen
Proceedings of the National Academy of Sciences 117 (48), 30088-30095, 2020
340*2020
The troublesome kernel: why deep learning for inverse problems is typically unstable
NM Gottschling, V Antun, B Adcock, AC Hansen
arXiv preprint arXiv:2001.01258, 2020
572020
The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale’s 18th problem
MJ Colbrook, V Antun, AC Hansen
Proceedings of the National Academy of Sciences 119, 2022
39*2022
Uniform recovery in infinite-dimensional compressed sensing and applications to structured binary sampling
B Adcock, V Antun, AC Hansen
Applied and Computational Harmonic Analysis 55, 1-40, 2021
142021
Coherence estimates between hadamard matrices and daubechies wavelets
V Antun
University of Oslo, 2016
132016
What do AI algorithms actually learn?-On false structures in deep learning
L Thesing, V Antun, AC Hansen
arXiv preprint arXiv:1906.01478, 2019
72019
On instabilities of deep learning in image reconstruction-Does AI come at a cost? arXiv 2019
V Antun, F Renna, C Poon, B Adcock, AC Hansen
arXiv preprint arXiv:1902.05300, 0
6
On assessing trustworthy AI in healthcare. Machine learning as a supportive tool to recognize cardiac arrest in emergency calls
RV Zicari, J Brusseau, SN Blomberg, HC Christensen, M Coffee, ...
Frontiers in Human Dynamics, 30, 2021
52021
On the Unification of Schemes and Software for Wavelets on the Interval
V Antun, Ĝ Ryan
Acta Applicandae Mathematicae 173 (1), 1-25, 2021
22021
Uniform recovery guarantees for Hadamard sampling and wavelet reconstruction
V Antun, B Adcock, A Hansen, Ĝ Ryan
Signal Processing with Adaptive Sparse Structured Representations workshop …, 2017
12017
On the existence of stable and accurate neural networks for image reconstruction
MJ Colbrook, V Antun, AC Hansen
12009
Recovering wavelet coefficients from binary samples using fast transforms
V Antun
SIAM Journal on Scientific Computing 44 (3), A1315-A1336, 2022
2022
Stability and accuracy in compressive sensing and deep learning
V Antun
University of Oslo, 2020
2020
On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls
R Pareschi, F Rossi, VL Lemieux, RV Zicari, RV Zicari, J Brusseau, ...
Uniform recovery guarantees for Walsh sampling and wavelet reconstruction
V Antun, B Adcock, A Hansen
Book of Abstracts ENUMATH 2017, 71, 0
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Articles 1–15