Clarice Poon

According to our database, Clarice Poon authored at least 23 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sparsistency for inverse optimal transport.

Francisco Andrade, Gabriel Peyré, Clarice Poon

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

The Geometry of Off-the-Grid Compressed Sensing.

Clarice Poon, Nicolas Keriven, Gabriel Peyré

Found. Comput. Math., February, 2023

Variable Screening for Sparse Online Regression.

Jingwei Liang, Clarice Poon

J. Comput. Graph. Stat., January, 2023

Smooth over-parameterized solvers for non-smooth structured optimization.

Clarice Poon, Gabriel Peyré

Math. Program., 2023

Compressed online Sinkhorn.

Fengpei Wang, Clarice Poon, Tony Shardlow

CoRR, 2023

2021

Screening for Sparse Online Learning.

Jingwei Liang, Clarice Poon

CoRR, 2021

Smooth Bilevel Programming for Sparse Regularization.

Clarice Poon, Gabriel Peyré

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

An off-the-grid approach to multi-compartment magnetic resonance fingerprinting.

Mohammad Golbabaee, Clarice Poon

CoRR, 2020

2019

MultiDimensional Sparse Super-Resolution.

Clarice Poon, Gabriel Peyré

SIAM J. Math. Anal., 2019

Degrees of freedom for off-the-grid sparse estimation.

Clarice Poon, Gabriel Peyré

CoRR, 2019

On instabilities of deep learning in image reconstruction - Does AI come at a cost?

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

CoRR, 2019

Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration.

Clarice Poon, Jingwei Liang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Support Localization and the Fisher Metric for off-the-grid Sparse Regularization.

Clarice Poon, Nicolas Keriven, Gabriel Peyré

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

A Dual Certificates Analysis of Compressive Off-the-Grid Recovery.

Clarice Poon, Nicolas Keriven, Gabriel Peyré

CoRR, 2018

Local Convergence Properties of SAGA/Prox-SVRG and Acceleration.

Clarice Poon, Jingwei Liang, Carola-Bibiane Schoenlieb

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Sampling the Fourier Transform Along Radial Lines.

Charles Dossal, Vincent Duval, Clarice Poon

SIAM J. Numer. Anal., 2017

2016

A Practical Guide to the Recovery of Wavelet Coefficients from Fourier Measurements.

Milana Gataric, Clarice Poon

SIAM J. Sci. Comput., 2016

On Cartesian line sampling with anisotropic total variation regularization.

Clarice Poon

CoRR, 2016

2015

On the Role of Total Variation in Compressed Sensing.

Clarice Poon

SIAM J. Imaging Sci., 2015

Structure dependent sampling in compressed sensing: theoretical guarantees for tight frames.

Clarice Poon

CoRR, 2015

2013

Beyond Consistent Reconstructions: Optimality and Sharp Bounds for Generalized Sampling, and Application to the Uniform Resampling Problem.

Ben Adcock, Anders C. Hansen, Clarice Poon

SIAM J. Math. Anal., 2013

Breaking the coherence barrier: asymptotic incoherence and asymptotic sparsity in compressed sensing

Ben Adcock, Anders C. Hansen, Clarice Poon, Bogdan Roman

CoRR, 2013

2012

On optimal wavelet reconstructions from Fourier samples: linearity and universality of the stable sampling rate

Ben Adcock, Anders C. Hansen, Clarice Poon

CoRR, 2012