Concepedia

Low rank matrix recovery from rank one measurements

Richard Kueng, Holger Rauhut, Ulrich Terstiege

Applied and Computational Harmonic Analysis · 2015 · 20 citations · 64 references

Open access

Concepts

ComputingData ScienceSensor FusionData RecoveryDimension ReductionDimensionality ReductionMatrix ComputationMatrix FactorizationMatrix SystemsCompressed SensingLow-rank ApproximationLow-rank Matrix FactorizationSparse Matrix AlgorithmsSparse Matrix Techniques

References

64

Compressed sensing

David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations

Natural Sciences, Computer Science, Mathematics +17

<i>Quantum Computation and Quantum Information</i>

Michael A. Nielsen, Isaac L. Chuang, Lov K. Grover · American Journal of Physics · 2002 · 22.7K citations

Computing, Physics, Quantum Computing +10

Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?

Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2006 · 6.9K citations

Engineering, Computer Science, Mathematics +11

Phase retrieval algorithms: a comparison

James R. Fienup · Applied Optics · 1982 · 5.6K citations

Natural Sciences, Astronomy, Optics +9

Exact Matrix Completion via Convex Optimization

Emmanuel J. Candès, Benjamin Recht · Foundations of Computational Mathematics · 2009 · 5.1K citations · Full text

Computing, Computer Science, Mathematics +15