Positions

Overview

  • I obtained my Ph.D in Mathematics from Vanderbilt University under the supervision of Akram Aldroubi and Alex Powell.

    • Selected Publications

    Academic Article

    Year Title Altmetric
    2022-11-01 Inpainting via sparse recovery with directional constraints.  Mathematical Foundations of Computing.  2022-11-01
    2021-02-01 On the Search for Tight Frames of Low Coherence.  Journal of Fourier Analysis and Applications.  27. 2021-02-01
    2021-01-01 Regularized Kaczmarz Algorithms for Tensor Recovery.  SIAM Journal on Imaging Sciences.  14:1439-1471. 2021-01-01
    2020-09-01 Preserving injectivity under subgaussian mappings and its application to compressed sensing.  Applied and Computational Harmonic Analysis.  49:451-470. 2020-09-01
    2020-02-01 Universal optimal configurations for the p-frame potentials.  Advances in Computational Mathematics.  46. 2020-02-01
    2017-06-01 Frame scalings: A condition number approach.  Linear Algebra and its Applications.  523:152-168. 2017-06-01
    2016-07-01 The gap between the null space property and the restricted isometry property.  Linear Algebra and its Applications.  501:363-375. 2016-07-01
    2016-02-01 Randomized Subspace Actions and Fusion Frames.  Constructive Approximation.  43:103-134. 2016-02-01
    2015-11-01 Hildreth’s algorithm with applications to soft constraints for user interface layout.  Journal of Computational and Applied Mathematics.  288:193-202. 2015-11-01
    2015-08-01 Measures of Scalability.  IEEE Transactions on Information Theory.  61:4410-4423. 2015-08-01
    2014-11-01 A null space analysis of the l1-synthesis method in dictionary-based compressed sensing.  Applied and Computational Harmonic Analysis.  37:492-515. 2014-11-01
    2012-12-01 Almost Sure Convergence of the Kaczmarz Algorithm with Random Measurements.  Journal of Fourier Analysis and Applications.  18:1195-1214. 2012-12-01
    2012-09-01 Perturbations of measurement matrices and dictionaries in compressed sensing.  Applied and Computational Harmonic Analysis.  33:282-291. 2012-09-01

    Document

    Year Title Altmetric
    2018-01-01 The Kaczmarz algorithm, row action methods, and statistical learning algorithms -- Contemporary Mathematics.  American Mathematical Society. 115-127. 2018-01-01

    Research Overview

  • My current research focuses on applied harmonic analysis and mathematical aspects of data science.

    • Investigator On

    Full Name

  • Xuemei Chen