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Low-Rank Matrix Completion by Riemannian Optimization

SIAM journal on optimization, 2013-01, Vol.23 (2), p.1214-1236

Vandereycken, Bart

2013

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Low-rank tensor completion by Riemannian optimization

BIT Numerical Mathematics, 2014-06, Vol.54 (2), p.447-468

2014

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The geometry of algorithms using hierarchical tensors

Linear algebra and its applications, 2013-07, Vol.439 (1), p.133-166

2013

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Low-rank Parareal: a low-rank parallel-in-time integrator

BIT, 2023, Vol.63 (1), p.13-13, Article 13

2023

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Lipidomics reveals diurnal lipid oscillations in human skeletal muscle persisting in cellular myotubes cultured in vitro

Proceedings of the National Academy of Sciences - PNAS, 2017-10, Vol.114 (41), p.E8565-E8574

2017

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Explicit stabilised gradient descent for faster strongly convex optimisation

BIT, 2021-03, Vol.61 (1), p.119-139

2021

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Riemannian Multigrid Line Search for Low-Rank Problems

SIAM journal on scientific computing, 2021-01, Vol.43 (3), p.A1803-A1831

2021

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Unifying time evolution and optimization with matrix product states

Physical review. B, 2016-10, Vol.94 (16), p.165116, Article 165116

2016

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TIME INTEGRATION OF TENSOR TRAINS

SIAM journal on numerical analysis, 2015-01, Vol.53 (2), p.917-941

2015

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Streaming Tensor Train Approximation

SIAM journal on scientific computing, 2023-10, Vol.45 (5), p.A2610-A2631

2023

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TIME INTEGRATION OF RANK-CONSTRAINED TUCKER TENSORS

SIAM journal on numerical analysis, 2018-01, Vol.56 (3), p.1273-1290

2018

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

SIAM journal on scientific computing, 2016-01, Vol.38 (4), p.A2018-A2044

2016

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Robust Rayleigh Quotient Minimization and Nonlinear Eigenvalue Problems

SIAM journal on scientific computing, 2018-01, Vol.40 (5), p.A3495-A3522

2018

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Subspace Methods for Computing the Pseudospectral Abscissa and the Stability Radius

SIAM journal on matrix analysis and applications, 2014-01, Vol.35 (1), p.292-313

2014

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A RIEMANNIAN OPTIMIZATION APPROACH FOR COMPUTING LOW-RANK SOLUTIONS OF LYAPUNOV EQUATIONS

SIAM journal on matrix analysis and applications, 2010, Vol.31 (5), p.2553-2579

2010

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A Note on the Optimal Convergence Rate of Descent Methods with Fixed Step Sizes for Smooth Strongly Convex Functions

Journal of optimization theory and applications, 2022-07, Vol.194 (1), p.364-373

2022

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Criss-Cross Type Algorithms for Computing the Real Pseudospectral Abscissa

SIAM journal on matrix analysis and applications, 2017-01, Vol.38 (3), p.891-923

2017

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Automatic rational approximation and linearization of nonlinear eigenvalue problems

IMA journal of numerical analysis, 2022-04, Vol.42 (2), p.1087-1115

2022

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On critical points of quadratic low-rank matrix optimization problems

IMA journal of numerical analysis, 2020-10, Vol.40 (4), p.2626-2651

2020

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Dynamical Approximation by Hierarchical Tucker and Tensor-Train Tensors

SIAM journal on matrix analysis and applications, 2013-01, Vol.34 (2), p.470-494

2013

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Subspace Acceleration for the Crawford Number and Related Eigenvalue Optimization Problems

SIAM journal on matrix analysis and applications, 2018-01, Vol.39 (2), p.961-982

2018

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A survey and comparison of contemporary algorithms for computing the matrix geometric mean

Electronic transactions on numerical analysis, 2012-01, Vol.39, p.379

2012

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A globally convergent method to compute the real stability radius for time-delay systems

Systems & control letters, 2019-05, Vol.127, p.44-51

2019

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1-LB: Diurnal Regulation of Pancreatic Beta-Cell Proliferation following Massive Ablation

Diabetes (New York, N.Y.), 2020-06, Vol.69 (Supplement_1)

2020

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The core clock transcription factor BMAL1 drives circadian β-cell proliferation during compensatory regeneration of the endocrine pancreas

Genes & development, 2020-12, Vol.34 (23-24), p.1650-1665

2020

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Low-Rank Matrix Completion by Riemannian Optimization

Low-rank tensor completion by Riemannian optimization

The geometry of algorithms using hierarchical tensors

Low-rank Parareal: a low-rank parallel-in-time integrator

Lipidomics reveals diurnal lipid oscillations in human skeletal muscle persisting in cellular myotubes cultured in vitro

Explicit stabilised gradient descent for faster strongly convex optimisation

Riemannian Multigrid Line Search for Low-Rank Problems

Unifying time evolution and optimization with matrix product states

TIME INTEGRATION OF TENSOR TRAINS

Streaming Tensor Train Approximation

TIME INTEGRATION OF RANK-CONSTRAINED TUCKER TENSORS

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

Robust Rayleigh Quotient Minimization and Nonlinear Eigenvalue Problems

Subspace Methods for Computing the Pseudospectral Abscissa and the Stability Radius

A RIEMANNIAN OPTIMIZATION APPROACH FOR COMPUTING LOW-RANK SOLUTIONS OF LYAPUNOV EQUATIONS

A Note on the Optimal Convergence Rate of Descent Methods with Fixed Step Sizes for Smooth Strongly Convex Functions

Criss-Cross Type Algorithms for Computing the Real Pseudospectral Abscissa

Automatic rational approximation and linearization of nonlinear eigenvalue problems

On critical points of quadratic low-rank matrix optimization problems

Dynamical Approximation by Hierarchical Tucker and Tensor-Train Tensors

Subspace Acceleration for the Crawford Number and Related Eigenvalue Optimization Problems

A survey and comparison of contemporary algorithms for computing the matrix geometric mean

A globally convergent method to compute the real stability radius for time-delay systems

1-LB: Diurnal Regulation of Pancreatic Beta-Cell Proliferation following Massive Ablation

The core clock transcription factor BMAL1 drives circadian β-cell proliferation during compensatory regeneration of the endocrine pancreas

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