Anders C. Hansen - Publications, H-index & Citations

Anders C. Hansen

University of Cambridge

29H指数

129论文数

3.4K被引数

收录论文 9

发表时间

Instability in deep learning - when algorithms cannot compute uncertainty quantifications for neural networks 深度学习中的不稳定性——当算法无法计算神经网络的不确定性量化时

European Journal of Applied Mathematics

IF1.1

2025-11-01

PREAI

Gazdag, Luca Eva; Antun, Vegard; Hansen, Anders C.

The mathematics of adversarial attacks in AI - why deep learning is unstable despite the existence of stable neural networks 对抗性攻击的数学原理——为何尽管存在鲁棒神经网络，深度学习仍不稳定

European Journal of Applied Mathematics

IF1.1

2025-11-01

OAAI

Bastounis, Alexander; Hansen, Anders; Vlacic, Verner

Do stable neural networks exist for classification problems? - A new view on stability in AI 稳定神经网络在分类问题中存在吗？——人工智能中稳定性的新视角

European Journal of Applied Mathematics

IF1.1

2025-11-01

OAAI

Liu, David; Hansen, Anders

The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale's 18th problem

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2022-03-16

OAAI

Colbrook, Matthew J.; Antun, Vegard; Hansen, Anders C.

On instabilities of deep learning in image reconstruction and the potential costs of AI 深度学习在图像重建中的不稳定性和人工智能的潜在成本

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-05-11

409

OAAI

Antun, Vegard; Renna, Francesco; Poon, Clarice; Adcock, Ben; Hansen, Anders C.

Compressed sensing MRI with variable density averaging (CS-VDA) outperforms full sampling at low SNR

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2020-02-10

OAAI

Schoormans, Jasper; Strijkers, Gustav J.; Hansen, Anders C.; Nederveen, Aart J.; Coolen, Bram F.

Continuous Compressed Sensing for Surface Dynamical Processes with Helium Atom Scattering

SCIENTIFIC REPORTS

IF3.9

2016-06-15

OAAI

Jones, Alex; Tamtoegl, Anton; Calvo-Almazan, Irene; Hansen, Anders

A Note on Compressed Sensing of Structured Sparse Wavelet Coefficients From Subsampled Fourier Measurements

ieee signal processing magazine

IF3.9

2016-05-01

OAAI

Adcock, Ben; Hansen, Anders C.; Roman, Bogdan

ON THE SOLVABILITY COMPLEXITY INDEX, THE n-PSEUDOSPECTRUM AND APPROXIMATIONS OF SPECTRA OF OPERATORS

JOURNAL OF THE AMERICAN MATHEMATICAL SOCIETY

IF3.2

2010-07-12

OAAI

Hansen, Anders C.

研究方向