Clarice Poon

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Bilevel Programming

Compressed Sensing

Total Variation

Top Venues

SIAM J. Numer. Anal.

Publications

Francisco Andrade, Gabriel Peyré, Clarice Poon
Sparsistency for inverse optimal transport. ICLR (2024)
Clarice Poon, Nicolas Keriven, Gabriel Peyré
The Geometry of Off-the-Grid Compressed Sensing. Found. Comput. Math. 23 (1) (2023)
Jingwei Liang, Clarice Poon
Variable Screening for Sparse Online Regression. J. Comput. Graph. Stat. 32 (1) (2023)
Fengpei Wang, Clarice Poon, Tony Shardlow
Compressed online Sinkhorn. CoRR (2023)
Clarice Poon, Gabriel Peyré
Smooth over-parameterized solvers for non-smooth structured optimization. Math. Program. 201 (1) (2023)
Clarice Poon, Gabriel Peyré
Smooth over-parameterized solvers for non-smooth structured optimization. CoRR (2022)
Clarice Poon, Gabriel Peyré
Smooth Bilevel Programming for Sparse Regularization. CoRR (2021)
Clarice Poon, Gabriel Peyré
Smooth Bilevel Programming for Sparse Regularization. NeurIPS (2021)
Jingwei Liang, Clarice Poon
Screening for Sparse Online Learning. CoRR (2021)
Mohammad Golbabaee, Clarice Poon
An off-the-grid approach to multi-compartment magnetic resonance fingerprinting. CoRR (2020)
Clarice Poon, Gabriel Peyré
MultiDimensional Sparse Super-Resolution. SIAM J. Math. Anal. 51 (1) (2019)
Clarice Poon, Gabriel Peyré
Degrees of freedom for off-the-grid sparse estimation. CoRR (2019)
Clarice Poon, Jingwei Liang
Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration. NeurIPS (2019)
Clarice Poon, Nicolas Keriven, Gabriel Peyré
Support Localization and the Fisher Metric for off-the-grid Sparse Regularization. AISTATS (2019)
Vegard Antun, Francesco Renna, Clarice Poon, Ben Adcock, Anders C. Hansen
On instabilities of deep learning in image reconstruction - Does AI come at a cost? CoRR (2019)
Clarice Poon, Nicolas Keriven, Gabriel Peyré
Support Localization and the Fisher Metric for off-the-grid Sparse Regularization. CoRR (2018)
Clarice Poon, Nicolas Keriven, Gabriel Peyré
A Dual Certificates Analysis of Compressive Off-the-Grid Recovery. CoRR (2018)
Clarice Poon, Jingwei Liang, Carola-Bibiane Schoenlieb
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration. ICML (2018)
Charles Dossal, Vincent Duval, Clarice Poon
Sampling the Fourier Transform Along Radial Lines. SIAM J. Numer. Anal. 55 (6) (2017)
Milana Gataric, Clarice Poon
A Practical Guide to the Recovery of Wavelet Coefficients from Fourier Measurements. SIAM J. Sci. Comput. 38 (2) (2016)
Clarice Poon
On Cartesian line sampling with anisotropic total variation regularization. CoRR (2016)
Clarice Poon
Structure dependent sampling in compressed sensing: theoretical guarantees for tight frames. CoRR (2015)
Clarice Poon
On the Role of Total Variation in Compressed Sensing. SIAM J. Imaging Sci. 8 (1) (2015)
Ben Adcock, Anders C. Hansen, Clarice Poon
Beyond Consistent Reconstructions: Optimality and Sharp Bounds for Generalized Sampling, and Application to the Uniform Resampling Problem. SIAM J. Math. Anal. 45 (5) (2013)
Ben Adcock, Anders C. Hansen, Clarice Poon
Beyond consistent reconstructions: optimality and sharp bounds for generalized sampling, and application to the uniform resampling problem CoRR (2013)
Ben Adcock, Anders C. Hansen, Clarice Poon, Bogdan Roman
Breaking the coherence barrier: asymptotic incoherence and asymptotic sparsity in compressed sensing CoRR (2013)
Ben Adcock, Anders C. Hansen, Clarice Poon
On optimal wavelet reconstructions from Fourier samples: linearity and universality of the stable sampling rate CoRR (2012)