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Journal Articles
- 2024
[j9]El Houcine Bergou
, Soumia Boucherouite, Aritra Dutta, Xin Li, Anna Ma:
A Note on the Randomized Kaczmarz Algorithm for Solving Doubly Noisy Linear Systems. SIAM J. Matrix Anal. Appl. 45(2): 992-1006 (2024)- 2023
- [j8]Kathryn Dover, Zixuan Cang, Anna Ma, Qing Nie, Roman Vershynin:
AVIDA: An alternating method for visualizing and integrating data. J. Comput. Sci. 68: 101998 (2023) - [j7]Anna Ma, Dominik Stöger, Yizhe Zhu:
Robust Recovery of Low-Rank Matrices and Low-Tubal-Rank Tensors from Noisy Sketches. SIAM J. Matrix Anal. Appl. 44(4): 1566-1588 (2023) - 2021
- [j6]Jesús A. De Loera, Jamie Haddock, Anna Ma, Deanna Needell:
Data-driven algorithm selection and tuning in optimization and signal processing. Ann. Math. Artif. Intell. 89(7): 711-735 (2021) - [j5]Jamie Haddock, Anna Ma:
Greed Works: An Improved Analysis of Sampling Kaczmarz-Motzkin. SIAM J. Math. Data Sci. 3(1): 342-368 (2021) - 2019
- [j4]Anna Ma, You Joe Zhou, Cynthia Rush, Dror Baron, Deanna Needell:
An Approximate Message Passing Framework for Side Information. IEEE Trans. Signal Process. 67(7): 1875-1888 (2019) - 2018
- [j3]Yves van Gennip, Blake Hunter, Anna Ma, Daniel Moyer, Ryan de Vera, Andrea L. Bertozzi:
Unsupervised record matching with noisy and incomplete data. Int. J. Data Sci. Anal. 6(2): 109-129 (2018) - [j2]Anna Ma, Deanna Needell, Aaditya Ramdas:
Iterative Methods for Solving Factorized Linear Systems. SIAM J. Matrix Anal. Appl. 39(1): 104-122 (2018) - 2015
- [j1]Anna Ma, Deanna Needell, Aaditya Ramdas:
Convergence Properties of the Randomized Extended Gauss-Seidel and Kaczmarz Methods. SIAM J. Matrix Anal. Appl. 36(4): 1590-1604 (2015)
Conference and Workshop Papers
- 2023
- [c11]Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin:
Stochastic Natural Thresholding Algorithms. ACSSC 2023: 832-836 - [c10]Jamie Haddock, Anna Ma, Elizaveta Rebrova:
On Subsampled Quantile Randomized Kaczmarz. Allerton 2023: 1-8 - [c9]Chelsea Huynh, Anna Ma, Michael Strand:
Block-missing data in linear systems: An unbiased stochastic gradient descent approach. Allerton 2023: 1-7 - [c8]Anna Ma, Elizabeth Patitsas, Jonathan Sterne:
You Sound Depressed: A Case Study on Sonde Health's Diagnostic Use of Voice Analysis AI. FAccT 2023: 639-650 - 2020
- [c7]Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin:
Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery. ITA 2020: 1-5 - 2019
- [c6]Natalie Durgin, Rachel Grotheer, Chenxi Huang, Shuang Li, Anna Ma, Deanna Needell, Jing Qin:
Jointly Sparse Signal Recovery with Prior Info. ACSSC 2019: 645-649 - [c5]Natalie Durgin, Rachel Grotheer, Chenxi Huang, Shuang Li, Anna Ma, Deanna Needell, Jing Qin:
Fast Hyperspectral Diffuse Optical Imaging Method with Joint Sparsity. EMBC 2019: 4758-4761 - 2018
- [c4]Anna Ma, Deanna Needell:
A Gradient Descent Approach for Incomplete Linear Systems. ACSSC 2018: 764-768 - [c3]Saiprasad Ravishankar, Anna Ma, Deanna Needell:
Analysis of Fast Alternating Minimization for Structured Dictionary Learning. ITA 2018: 1-9 - 2017
- [c2]Dror Baron, Anna Ma, Deanna Needell, Cynthia Rush, Tina Woolf:
Conditional approximate message passing with side information. ACSSC 2017: 430-434 - 2014
- [c1]Anna Ma, Arjuna Flenner, Deanna Needell, Allon G. Percus:
Improving image clustering using sparse text and the wisdom of the crowds. ACSSC 2014: 1555-1557
Informal and Other Publications
- 2024
- [i23]Hengrui Luo, Anna Ma:
Frontal Slice Approaches for Tensor Linear Systems. CoRR abs/2408.13547 (2024) - [i22]Emeric Battaglia, Anna Ma:
Reverse Quantile-RK and its Application to Quantile-RK. CoRR abs/2410.13395 (2024) - 2023
- [i21]Yin-Ting Liao, Hengrui Luo, Anna Ma:
Efficient and Robust Bayesian Selection of Hyperparameters in Dimension Reduction for Visualization. CoRR abs/2306.00357 (2023) - [i20]Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin:
Stochastic Natural Thresholding Algorithms. CoRR abs/2306.04730 (2023) - [i19]Jamie Haddock, Anna Ma, Elizaveta Rebrova:
On Subsampled Quantile Randomized Kaczmarz. CoRR abs/2308.07987 (2023) - [i18]El Houcine Bergou, Soumia Boucherouite, Aritra Dutta, Xin Li, Anna Ma:
A Note on Randomized Kaczmarz Algorithm for Solving Doubly-Noisy Linear Systems. CoRR abs/2308.16904 (2023) - [i17]Chelsea Huynh, Anna Ma, Michael Strand:
Block-missing data in linear systems: An unbiased stochastic gradient descent approach. CoRR abs/2310.10147 (2023) - 2022
- [i16]Kathryn Dover, Zixuan Cang, Anna Ma, Qing Nie, Roman Vershynin:
AVIDA: Alternating method for Visualizing and Integrating Data. CoRR abs/2206.00135 (2022) - [i15]Anna Ma, Dominik Stöger, Yizhe Zhu:
Robust recovery of low-rank matrices and low-tubal-rank tensors from noisy sketches. CoRR abs/2206.00803 (2022) - 2021
- [i14]Eric Lybrand, Anna Ma, Rayan Saab:
On the Number of Faces and Radii of Cells Induced by Gaussian Spherical Tessellations. CoRR abs/2108.13523 (2021) - 2020
- [i13]Anna Ma, Denali Molitor:
Randomized Kaczmarz for Tensor Linear Systems. CoRR abs/2006.01246 (2020) - 2019
- [i12]Jesús A. De Loera, Jamie Haddock, Anna Ma, Deanna Needell:
Data-driven Algorithm Selection and Parameter Tuning: Two Case studies in Optimization and Signal Processing. CoRR abs/1905.13404 (2019) - [i11]Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin:
Iterative Hard Thresholding for Low CP-rank Tensor Models. CoRR abs/1908.08479 (2019) - [i10]Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin:
Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery. CoRR abs/1909.10132 (2019) - [i9]Jamie Haddock, Anna Ma:
Greed Works: An Improved Analysis of Sampling Kaczmarz-Motkzin. CoRR abs/1912.03544 (2019) - 2018
- [i8]Natalie Durgin, Rachel Grotheer, Chenxi Huang, Shuang Li, Anna Ma, Deanna Needell, Jing Qin:
Compressed Anomaly Detection with Multiple Mixed Observations. CoRR abs/1801.10264 (2018) - [i7]Saiprasad Ravishankar, Anna Ma, Deanna Needell:
Analysis of Fast Alternating Minimization for Structured Dictionary Learning. CoRR abs/1802.00518 (2018) - [i6]Saiprasad Ravishankar, Anna Ma, Deanna Needell:
Analysis of Fast Structured Dictionary Learning. CoRR abs/1805.12529 (2018) - [i5]Anna Ma, You Joe Zhou, Cynthia Rush, Dror Baron, Deanna Needell:
An Approximate Message Passing Framework for Side Information. CoRR abs/1807.04839 (2018) - 2017
- [i4]Yves van Gennip, Blake Hunter, Anna Ma, Daniel Moyer, Ryan de Vera, Andrea L. Bertozzi:
Unsupervised record matching with noisy and incomplete data. CoRR abs/1704.02955 (2017) - [i3]Jing Qin, Shuang Li, Deanna Needell, Anna Ma, Rachel Grotheer, Chenxi Huang, Natalie Durgin:
Stochastic Greedy Algorithms For Multiple Measurement Vectors. CoRR abs/1711.01521 (2017) - [i2]Natalie Durgin, Rachel Grotheer, Chenxi Huang, Shuang Li, Anna Ma, Deanna Needell, Jing Qin:
Sparse Randomized Kaczmarz for Support Recovery of Jointly Sparse Corrupted Multiple Measurement Vectors. CoRR abs/1711.02743 (2017) - 2014
- [i1]Anna Ma, Arjuna Flenner, Deanna Needell, Allon G. Percus:
Improving Image Clustering using Sparse Text and the Wisdom of the Crowds. CoRR abs/1405.2102 (2014)
Coauthor Index
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