Следене
Anna Ma
Anna Ma
University of California, Irvine
Потвърден имейл адрес: cgu.edu - Начална страница
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Позовавания
Позовавания
Година
Convergence properties of the randomized extended Gauss--Seidel and Kaczmarz methods
A Ma, D Needell, A Ramdas
SIAM Journal on Matrix Analysis and Applications 36 (4), 1590-1604, 2015
1382015
Greed works: An improved analysis of sampling Kaczmarz--Motzkin
J Haddock, A Ma
SIAM Journal on Mathematics of Data Science 3 (1), 342-368, 2021
252021
An approximate message passing framework for side information
A Ma, Y Zhou, C Rush, D Baron, D Needell
IEEE Transactions on Signal Processing 67 (7), 1875-1888, 2019
182019
Stochastic gradient descent for linear systems with missing data
A Ma, D Needell
arXiv preprint arXiv:1702.07098, 2017
122017
Iterative methods for solving factorized linear systems
A Ma, D Needell, A Ramdas
SIAM Journal on Matrix Analysis and Applications 39 (1), 104-122, 2018
112018
Unsupervised record matching with noisy and incomplete data
Y Van Gennip, B Hunter, A Ma, D Moyer, R De Vera, AL Bertozzi
International Journal of Data Science and Analytics 6 (2), 109-129, 2018
82018
Stochastic greedy algorithms for multiple measurement vectors
J Qin, S Li, D Needell, A Ma, R Grotheer, C Huang, N Durgin
arXiv preprint arXiv:1711.01521, 2017
82017
Improving image clustering using sparse text and the wisdom of the crowds
A Ma, A Flenner, D Needell, AG Percus
2014 48th Asilomar Conference on Signals, Systems and Computers, 1555-1557, 2014
72014
Sparse randomized kaczmarz for support recovery of jointly sparse corrupted multiple measurement vectors
N Durgin, R Grotheer, C Huang, S Li, A Ma, D Needell, J Qin
Research in Data Science, 1-14, 2019
62019
Conditional approximate message passing with side information
D Baron, A Ma, D Needell, C Rush, T Woolf
2017 51st Asilomar Conference on Signals, Systems, and Computers, 430-434, 2017
62017
Iterative hard thresholding for low CP-rank tensor models
R Grotheer, S Li, A Ma, D Needell, J Qin
Linear and Multilinear Algebra, 1-17, 2021
52021
Fast hyperspectral diffuse optical imaging method with joint sparsity
N Durgin, R Grotheer, C Huang, S Li, A Ma, D Needell, J Qin
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
52019
Randomized Kaczmarz for tensor linear systems
A Ma, D Molitor
BIT Numerical Mathematics, 1-24, 2021
42021
Analysis of fast structured dictionary learning
S Ravishankar, A Ma, D Needell
Information and Inference: A Journal of the IMA 9 (4), 785-811, 2020
42020
Stochastic iterative hard thresholding for low-Tucker-rank tensor recovery
R Grotheer, S Li, A Ma, D Needell, J Qin
2020 Information Theory and Applications Workshop (ITA), 1-5, 2020
42020
A gradient descent approach for incomplete linear systems
A Ma, D Needell
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 764-768, 2018
42018
Adapted stochastic gradient descent for linear systems with missing data
A Ma, D Needell
Numerical Mathematics: Theory, Methods and Applications, 2017
42017
Stochastic greedy algorithms for multiple measurement vectors
J Qin, S Li, D Needell, A Ma, R Grotheer, C Huang, N Durgin
Inverse Problems & Imaging 15 (1), 79, 2021
22021
Compressed Anomaly Detection with Multiple Mixed Observations
N Durgin, R Grotheer, C Huang, S Li, A Ma, D Needell, J Qin
Research in Data Science, 211-237, 2019
22019
Analysis of Fast Alternating Minimization for Structured Dictionary Learning
S Ravishankar, A Ma
2018 Information Theory and Applications Workshop (ITA), 1-9, 2018
22018
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Статии 1–20