Follow
Clarice Poon
Clarice Poon
Assistant Professor
Verified email at bath.ac.uk
Title
Cited by
Cited by
Year
Breaking the coherence barrier: A new theory for compressed sensing
B Adcock, AC Hansen, C Poon, B Roman
Forum of Mathematics, Sigma 5, 2017
326*2017
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
2882020
Beyond consistent reconstructions: optimality and sharp bounds for generalized sampling, and application to the uniform resampling problem
B Adcock, AC Hansen, C Poon
SIAM Journal on Mathematical Analysis 45 (5), 3132-3167, 2013
652013
On instabilities of deep learning in image reconstruction-Does AI come at a cost?
V Antun, F Renna, C Poon, B Adcock, AC Hansen
arXiv preprint arXiv:1902.05300, 2019
612019
On the role of total variation in compressed sensing
C Poon
SIAM Journal on Imaging Sciences 8 (1), 682-720, 2015
532015
Geometric properties of solutions to the total variation denoising problem
A Chambolle, V Duval, G Peyré, C Poon
Inverse Problems 33 (1), 015002, 2016
492016
On optimal wavelet reconstructions from Fourier samples: linearity and universality of the stable sampling rate
B Adcock, AC Hansen, C Poon
Applied and Computational Harmonic Analysis 36 (3), 387-415, 2014
392014
Multidimensional sparse super-resolution
C Poon, G Peyré
SIAM Journal on Mathematical Analysis 51 (1), 1-44, 2019
342019
Local convergence properties of SAGA/Prox-SVRG and acceleration
C Poon, J Liang, C Schoenlieb
International Conference on Machine Learning, 4124-4132, 2018
332018
A consistent and stable approach to generalized sampling
C Poon
Journal of Fourier Analysis and Applications 20 (5), 985-1019, 2014
242014
Trajectory of alternating direction method of multipliers and adaptive acceleration
C Poon, J Liang
Advances in Neural Information Processing Systems 32, 2019
232019
The geometry of off-the-grid compressed sensing
C Poon, N Keriven, G Peyré
Foundations of Computational Mathematics, 1-87, 2021
21*2021
A practical guide to the recovery of wavelet coefficients from Fourier measurements
M Gataric, C Poon
SIAM Journal on Scientific Computing 38 (2), A1075-A1099, 2016
182016
Support localization and the fisher metric for off-the-grid sparse regularization
C Poon, N Keriven, G Peyré
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
172019
Sampling the Fourier transform along radial lines
C Dossal, V Duval, C Poon
SIAM Journal on Numerical Analysis 55 (6), 2540-2564, 2017
152017
Structure dependent sampling in compressed sensing: theoretical guarantees for tight frames
C Poon
Applied and Computational Harmonic Analysis 42 (3), 402-451, 2017
142017
Spectral study of the Laplace–Beltrami operator arising in the problem of acoustic wave scattering by a quarter-plane
RC Assier, C Poon, N Peake
The Quarterly Journal of Mechanics and Applied Mathematics 69 (3), 281-317, 2016
92016
Geometry of first-order methods and adaptive acceleration
C Poon, J Liang
arXiv preprint arXiv:2003.03910, 2020
82020
On the total variation Wasserstein gradient flow and the TV-JKO scheme
G Carlier, C Poon
ESAIM: Control, Optimisation and Calculus of Variations 25, 42, 2019
82019
Smooth bilevel programming for sparse regularization
C Poon, G Peyré
Advances in Neural Information Processing Systems 34, 1543-1555, 2021
62021
The system can't perform the operation now. Try again later.
Articles 1–20