Concepedia

Longxiu Huang

LH

9

Publications

260

Citations

9

H-Index

2019

Active since

Affiliations

University of California, Los Angeles(Current)

The University of Texas at Arlington

University of Central Florida

Michigan State University

Longxiu Huang is an author at University of California, Los Angeles specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningApproximation TheoryComputational ScienceDimensionality ReductionStatisticsImage AnalysisInverse Problems

Publications per year

2019–2024

9

Publications

9

Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation

HanQin Cai, Keaton Hamm, Longxiu Huang et al. · IEEE Signal Processing Letters · 2020 · 58 citations · Full text

Perspectives on CUR decompositions

Keaton Hamm, Longxiu Huang · Applied and Computational Harmonic Analysis · 2019 · 54 citations

Atomic Decomposition, Cur Decompositions, Computer Algebra +1

Robust CUR Decomposition: Theory and Imaging Applications

HanQin Cai, Keaton Hamm, Longxiu Huang et al. · SIAM Journal on Imaging Sciences · 2021 · 42 citations

Image Reconstruction, Active Subscription, Engineering +25

Perturbations of CUR Decompositions

Keaton Hamm, Longxiu Huang · SIAM Journal on Matrix Analysis and Applications · 2021 · 26 citations

Mathematical Programming, Engineering, Perturbation Method +13

Stability of sampling for CUR decompositions

Keaton Hamm, Longxiu Huang · Foundations of Data Science · 2020 · 21 citations · Full text

Sampling Probabilities, Engineering, Matrix Factorization +13

Rows per page

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