Michael Steinlechner

Statistics

Publications

Citations

509

H-Index

Active since

2013

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Michael Steinlechner is an author at École Polytechnique Fédérale de Lausanne specializing in inverse problems, engineering, and approximation theory.

Top concepts

Inverse ProblemsEngineeringApproximation TheoryMathematical ProgrammingComputer ScienceNumerical AnalysisData ScienceSpectral TheoryMachine LearningComputational Science

Publications per year

2013–2016

Publications

Low-rank tensor completion by Riemannian optimization

Michael Steinlechner, Bart Vandereycken · BIT Numerical Mathematics · 2013 · 305 citations · Full text

Inverse Problems, Riemannian Optimization, Low-rank Approximation +1

Riemannian Optimization for High-Dimensional Tensor Completion

Michael Steinlechner · SIAM Journal on Scientific Computing · 2016 · 85 citations · Full text

Mathematical Programming, Computational Science, Engineering +15

Low-Rank Tensor Methods with Subspace Correction for Symmetric Eigenvalue Problems

Michael Steinlechner, André Uschmajew · SIAM Journal on Scientific Computing · 2014 · 69 citations · Full text

Numerical Analysis, Spectral Theory, Mathematical Programming +14

Preconditioned Low-rank Riemannian Optimization for Linear Systems with Tensor Product Structure

Michael Steinlechner, Bart Vandereycken · SIAM Journal on Scientific Computing · 2016 · 50 citations · Full text

Numerical Analysis, Mathematical Programming, Linear Systems +12

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