Clarice Poon

According to our database1, Clarice Poon authored at least 23 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Sparsistency for inverse optimal transport.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
The Geometry of Off-the-Grid Compressed Sensing.
Found. Comput. Math., February, 2023

Variable Screening for Sparse Online Regression.
J. Comput. Graph. Stat., January, 2023

Smooth over-parameterized solvers for non-smooth structured optimization.
Math. Program., 2023

Compressed online Sinkhorn.
CoRR, 2023

2021
Screening for Sparse Online Learning.
CoRR, 2021

Smooth Bilevel Programming for Sparse Regularization.
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.
CoRR, 2020

2019
MultiDimensional Sparse Super-Resolution.
SIAM J. Math. Anal., 2019

Degrees of freedom for off-the-grid sparse estimation.
CoRR, 2019

On instabilities of deep learning in image reconstruction - Does AI come at a cost?
CoRR, 2019

Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration.
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.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
A Dual Certificates Analysis of Compressive Off-the-Grid Recovery.
CoRR, 2018

Local Convergence Properties of SAGA/Prox-SVRG and Acceleration.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Sampling the Fourier Transform Along Radial Lines.
SIAM J. Numer. Anal., 2017

2016
A Practical Guide to the Recovery of Wavelet Coefficients from Fourier Measurements.
SIAM J. Sci. Comput., 2016

On Cartesian line sampling with anisotropic total variation regularization.
CoRR, 2016

2015
On the Role of Total Variation in Compressed Sensing.
SIAM J. Imaging Sci., 2015

Structure dependent sampling in compressed sensing: theoretical guarantees for tight frames.
CoRR, 2015

2013
Beyond Consistent Reconstructions: Optimality and Sharp Bounds for Generalized Sampling, and Application to the Uniform Resampling Problem.
SIAM J. Math. Anal., 2013

Breaking the coherence barrier: asymptotic incoherence and asymptotic sparsity in compressed sensing
CoRR, 2013

2012
On optimal wavelet reconstructions from Fourier samples: linearity and universality of the stable sampling rate
CoRR, 2012


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