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Papers matching “matrix rank” 39

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Gradient descent for deep matrix factorization: Dynamics and implicit bias towards low rank
2023 Applied and Computational Harmonic Analysis article Computer Science Stochastic Gradient Optimization Techniques

Hung-Hsu Chou, Carsten Gieshoff, Johannes Maly, Holger Rauhut

14

citations
Stable low-rank matrix recovery from 3-designs
2026 Applied and Computational Harmonic Analysis article Engineering Sparse and Compressive Sensing Techniques

Timm Gilles

0

citations
Deviation matrix in denumerable Markov processes: Characterisation, rank-one perturbation and restart
2025 The Annals of Applied Probability article Mathematics Probability and Statistical Research Open access

Konstantin E. Avrachenkov

0

citations
Structural conserved moiety splitting of a stoichiometric matrix
2020 Journal of Theoretical Biology article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access

Susan Ghaderi, Hulda S. Haraldsdóttir, Masoud Ahookhosh, Sylvain Arreckx, Ronan M. T. Fleming

7

citations
Rank Bounds for Approximating Gaussian Densities in the Tensor-Train Format
2022 SIAM/ASA Journal on Uncertainty Quantification article Mathematics Tensor decomposition and applications Open access

Sergey Dolgov, Lars Grasedyck, Robert Scheichl

20

citations
Robust recovery of low-rank matrices with non-orthogonal sparse decomposition from incomplete measurements
2020 Applied Mathematics and Computation article Engineering Sparse and Compressive Sensing Techniques Open access

Massimo Fornasier, Johannes Maly, Valeriya Naumova

5

citations
Computing tensor operator exponentials within low‐rank tensor formats with application to the parameter‐dependent multigrid method
2023 PAMM article Mathematics Tensor decomposition and applications Open access

Lars Grasedyck, Tim A. Werthmann

0

citations
Tensor theta norms and low rank recovery
2020 Numerical Algorithms article Engineering Sparse and Compressive Sensing Techniques Open access

Holger Rauhut, Željka Stojanac

17

citations
Unisingular representations of rank 1 finite simple groups of Lie type
2026 Communications in Algebra article Mathematics Finite Group Theory Research Open access

0

citations
Double-layer multi-criteria group decision-making approach using neutralized possibility degree-based decision matrix with fuzzy information
2024 Engineering Applications of Artificial Intelligence article Decision Sciences Multi-Criteria Decision Making Open access

Sepehr Hendiani, Grit Walther

5

citations
Penalized Reduced Rank Regression for Multi‐Outcome Survival Data Supports a Common Metabolic Risk Score for Age‐Related Diseases
2025 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

Marije H. Sluiskes, Hein Putter, Marian Beekman, Jelle J. Goeman, Mar Rodríguez‐Girondo

0

citations
Avoiding Degeneracies in Ordinal Unfolding Using Kemeny-Equivalent Dissimilarities for Two-Way Two-Mode Preference Rank Data
2021 Multivariate Behavioral Research article Mathematics Statistical Methods and Applications

Antonio D’Ambrosio, J. Fernando Vera, Willem J. Heiser

7

citations
Robust principal component analysis‐based prediction of protein‐protein interaction hot spots
2021 Proteins Structure Function and Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

Divya Sitani, Alejandro Giorgetti, Mercedes Alfonso‐Prieto, Paolo Carloni

17

citations
Efficient MPS representations and quantum circuits from the Fourier modes of classical image data
2024 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Carlos A. Riofrío, Elvira Shishenina, Frank Pollmann

13

citations
Proof of a Conjectured 0-Rényi Entropy Inequality With Applications to Multipartite Entanglement
2022 IEEE Transactions on Information Theory article Computer Science Quantum Information and Cryptography Open access

Zhiwei Song, Lin Chen, Yize Sun, Mengyao Hu

7

citations
Quadratic Chabauty for modular curves: algorithms and examples
2023 Compositio Mathematica article Mathematics Algebraic Geometry and Number Theory Open access

Jennifer S. Balakrishnan, Netan Dogra, J. Steffen Müller, Jan Tuitman, Jan Vonk

20

citations
A new general class of RC association models: Estimation and main properties
2021 Journal of Multivariate Analysis article Mathematics Statistical Methods and Applications Open access

Antonio Forcina, Maria Kateri

7

citations
Phase retrieval for affine groups over prime fields
2023 Linear Algebra and its Applications article Mathematics Mathematical Analysis and Transform Methods

David Bartusel, Hartmut Führ, Vignon Oussa

3

citations
Adding the temporal domain to PET radiomic features
2020 PLoS ONE article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Wyanne A. Noortman, Dennis Vriens, Cornelis Herman Slump, Johan Bussink, Tineke W.H. Meijer, Lioe‐Fee de Geus‐Oei, +1 more

20

citations
Evaluating the statistical similarity of neural network activity and connectivity via eigenvector angles
2022 Biosystems article Neuroscience Neural dynamics and brain function Open access

Robin Gutzen, Sonja Grün, Michael Denker

4

citations
Convergence of gradient descent for learning linear neural networks
2024 Advances in Continuous and Discrete Models article Computer Science Stochastic Gradient Optimization Techniques Open access

Gabin Maxime Nguegnang, Holger Rauhut, Ulrich Terstiege

10

citations
Computing f‐divergences and distances of high‐dimensional probability density functions
2022 Numerical Linear Algebra with Applications article Mathematics Tensor decomposition and applications Open access

Alexander Litvinenko, Youssef Marzouk, Hermann Georg Matthies, Marco Scavino, Alessio Spantini

5

citations
The role of TNFRSF11B in development of osteoarthritic cartilage
2021 Lara D. Veeken article Medicine Osteoarthritis Treatment and Mechanisms Open access

Alejandro Rodríguez Ruiz, Margo Tuerlings, Ankita Das, Rodrigo Coutinho de Almeida, H. Eka D. Suchiman, Rob G. H. H. Nelissen, +2 more

29

citations
Multicollinearity and redundancy of the PET radiomic feature set
2025 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Wyanne A. Noortman, Dennis Vriens, Johan Bussink, Tineke W.H. Meijer, Erik H.J.G. Aarntzen, Christophe M. Deroose, +10 more

13

citations
Leading the green charge: A novel type-2 fuzzy VIKOR method applied to eco-conscious freight transport
2025 Expert Systems with Applications article Decision Sciences Multi-Criteria Decision Making Open access

Sepehr Hendiani, Ali Ebadi Torkayesh, Sandra Venghaus, Grit Walther

5

citations