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Publications by Madeleine Udell

Streaming Low-Rank Matrix Approximation With an Application to Scientific Simulation

SIAM Journal of Scientific Computing
Computational MathematicsApplied Mathematics
2019English

Why Are Big Data Matrices Approximately Low Rank?

SIAM Journal on Mathematics of Data Science
2019English

Related publications

Global Optimization for Structured Low Rank Approximation

2016English

Low-Rank Matrix Completion by Riemannian Optimization

SIAM Journal on Optimization
Theoretical Computer ScienceSoftware
2013English

S-Goodness for Low-Rank Matrix Recovery

Abstract and Applied Analysis
Applied MathematicsAnalysis
2013English

Uniqueness Conditions for Low-Rank Matrix Recovery

2011English

Software Package for Mosaic-Hankel Structured Low-Rank Approximation

2019English

Budget-Optimal Crowdsourcing Using Low-Rank Matrix Approximations

2011English

A Novel Demodulation Analysis Technique for Bearing Fault Diagnosis via Energy Separation and Local Low-Rank Matrix Approximation

Sensors
InstrumentationInformation SystemsElectronic EngineeringBiochemistryAnalytical ChemistryMolecular Physics,ElectricalAtomicMedicineOptics
2019English

Linking Regularization and Low-Rank Approximation for Impulse Response Modeling

IFAC Proceedings Volumes
2014English

The Inertia of the Symmetric Approximation for Low-Rank Matrices

Linear and Multilinear Algebra
Number TheoryAlgebra
2017English

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