AM
Anna Ma
cs.NAmath.NAcs.LGmath.OCstat.MLcs.DScs.ITeess.SPmath.ITmath.PR
On Valency
published · living versionsW_w2me4sn2·v1 · currentpublished
Weighted Randomized Kaczmarz for Sparsely Corrupted Linear Systems
with Jessie Chen, Ziyu Cheng, Yunhui He, Alona Kryshchenko +2
1 version
Preprints & journals
33 papers in the corpus · 2014–2026Quantile-based Loss Filtering for Outlier-Robust Stochastic Gradient Descent2609.13040v1 · Jamie Haddock, Anna Ma, Elizaveta Rebrova2026 · 0 citationsarXivon Valency
Quantile Randomized Kaczmarz for Streaming Linear Systems with Massart Noise2608.27968v1 · Emeric Battaglia, Jian-Feng Cai, Junren Chen et al.2026 · 0 citationsarXiv
Attention Mechanisms Through the Lens of Numerical Methods: Approximation Methods and Alternative Formulations2604.01757v1 · Michel Fabrice Serret, Alice Cortinovis, Yijun Dong et al.2026 · 0 citationsarXiv
Wedge Sampling: Efficient Tensor Completion with Nearly-Linear Sample Complexity2602.05869v3 · Hengrui Luo, Anna Ma, Ludovic Stephan et al.2026 · 0 citationsarXiv
Where Have All the Kaczmarz Iterates Gone?2510.08563v1 · El Houcine Bergou, Soumia Boucherouite, Aritra Dutta et al.2025 · 0 citationsarXiv
Stochastic Gradient Descent for Incomplete Tensor Linear Systems2510.07630v2 · Anna Ma, Deanna Needell, Alexander Xue2025 · 0 citationsarXiv
On the Subsample Size of Quantile-Based Randomized Kaczmarz2507.15185v2 · Jian-Feng Cai, Junren Chen, Anna Ma et al.2025 · 0 citationsarXiv
Quantile-RK and Double Quantile-RK Error Horizon Analysis2505.00258v2 · Emeric Battaglia, Anna Ma2025 · 0 citationsarXiv
Reverse Quantile-RK and its Application to Quantile-RK2410.13395v1 · Emeric Battaglia, Anna Ma2024 · 2 citationsarXiv
Block-missing data in linear systems: An unbiased stochastic gradient descent approach2310.10147v1 · Chelsea Huynh, Anna Ma, Michael Strand2023 · 1 citationarXiv
A Note on Randomized Kaczmarz Algorithm for Solving Doubly-Noisy Linear Systems2308.16904v2 · El Houcine Bergou, Soumia Boucherouite, Aritra Dutta et al.2023 · 0 citationsarXiv
On Subsampled Quantile Randomized Kaczmarz2308.07987v1 · Jamie Haddock, Anna Ma, Elizaveta Rebrova2023 · 7 citationsarXiv
Stochastic Natural Thresholding Algorithms2306.04730v1 · Rachel Grotheer, Shuang Li, Anna Ma et al.2023 · 2 citationsarXiv
Iterative Singular Tube Hard Thresholding Algorithms for Tensor Recovery2304.04860v2 · Rachel Grotheer, Shuang Li, Anna Ma et al.2023 · 2 citationsarXiv
Robust recovery of low-rank matrices and low-tubal-rank tensors from noisy sketches2206.00803v4 · Anna Ma, Dominik Stoger, Yizhe Zhu2022 · 1 citationarXiv
On the Number of Faces and Radii of Cells Induced by Gaussian Spherical Tessellations2108.13523v1 · Eric Lybrand, Anna Ma, Rayan Saab2021 · 2 citationsarXiv
Randomized Kaczmarz for Tensor Linear Systems2006.01246v1 · Anna Ma, Denali Molitor2020 · 47 citationsarXiv
Greed Works: An Improved Analysis of Sampling Kaczmarz-Motzkin1912.03544v2 · Jamie Haddock, Anna Ma2019 · 48 citationsarXiv
Analysis of fast structured dictionary learning.33343894 · Ravishankar, Saiprasad, Ma, Anna, Needell, Deanna2024 · 5 citationsInformation and inference : a journal of the IMA. 2020;9(4):785-811
Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery1909.10132v2 · Rachel Grotheer, Shuang Li, Anna Ma et al.2019 · 4 citationsarXiv
Iterative Hard Thresholding for Low CP-rank Tensor Models1908.08479v1 · Rachel Grotheer, Shuang Li, Anna Ma et al.2019 · 14 citationsarXiv
Fast Hyperspectral Diffuse Optical Imaging Method with Joint Sparsity.31946925 · Durgin, Natalie, Grotheer, Rachel, Huang, Chenxi et al.2020 · 7 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2019;2019:4758-4761
Data-driven Algorithm Selection and Parameter Tuning: Two Case studies in Optimization and Signal Processing1905.13404v2 · Jesus A. De Loera, Jamie Haddock, Anna Ma et al.2019 · 0 citationsarXiv
An Approximate Message Passing Framework for Side Information1807.04839v3 · Anna Ma, You (Joe) Zhou, Cynthia Rush et al.2018 · 23 citationsarXiv
Analysis of Fast Structured Dictionary Learning1805.12529v3 · Saiprasad Ravishankar, Anna Ma, Deanna Needell2018 · 2 citationsarXiv
Analysis of Fast Alternating Minimization for Structured Dictionary Learning1802.00518v1 · Saiprasad Ravishankar, Anna Ma, Deanna Needell2018 · 2 citationsarXiv
Compressed Anomaly Detection with Multiple Mixed Observations1801.10264v2 · Natalie Durgin, Rachel Grotheer, Chenxi Huang et al.2018 · 3 citationsarXiv
Sparse Randomized Kaczmarz for Support Recovery of Jointly Sparse Corrupted Multiple Measurement Vectors1711.02743v3 · Natalie Durgin, Rachel Grotheer, Chenxi Huang et al.2017 · 5 citationsarXiv
Stochastic Greedy Algorithms For Multiple Measurement Vectors1711.01521v2 · Jing Qin, Shuang Li, Deanna Needell et al.2017 · 11 citationsarXiv
Unsupervised record matching with noisy and incomplete data1704.02955v2 · Yves van Gennip, Blake Hunter, Anna Ma et al.2017 · 18 citationsarXiv
Iterative methods for solving factorized linear systems1701.07453v4 · Anna Ma, Deanna Needell, Aaditya Ramdas2017 · 21 citationsarXiv
Convergence properties of the randomized extended Gauss-Seidel and Kaczmarz methods1503.08235v3 · Anna Ma, Deanna Needell, Aaditya Ramdas2015 · 218 citationsarXiv
Improving Image Clustering using Sparse Text and the Wisdom of the Crowds1405.2102v1 · Anna Ma, Arjuna Flenner, Deanna Needell et al.2014 · 5 citationsarXiv
Career total: 40 works. 33 are in this corpus.
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