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2021
- Iteratively Reweighted Least Squares for ℓ1-minimization with Global Linear Convergence Rate. Thirty-fifth Conference on Neural Information Processing Systems , 2021NeurIPS 2021 more…
- Group Testing for SARS-CoV-2 Allows for Up to 10-Fold Efficiency Increase Across Realistic Scenarios and Testing Strategies. Frontiers in Public Health (Open Access), 2021, 1205 more… Full text ( DOI )
2020
- Escaping Saddle Points in Ill-Conditioned Matrix Completion with a Scalable Second Order Method. 37th International Conference on Machine Learning, 2020ICML 2020 more…
2019
- Completion of Structured Low-Rank Matrices via Iteratively Reweighted Least Squares. 13th International Conference on Sampling Theory and Applications , IEEE, 2019SampTA 2019 more…
2018
- Denoising and Completion of Structured Low-Rank Matrices via Iteratively Reweighted Least Squares. iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, 2018arXiv:1811.07472 more…