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Papers matching “matrix rank” 24

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Gradient Descent for Deep Matrix Factorization: Dynamics and Implicit Bias towards Low Rank
2020 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

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

2

citations
Gradient Descent for Deep Matrix Factorization: Dynamics and Implicit Bias Towards Low Rank
2022 SSRN Electronic Journal preprint Computer Science Stochastic Gradient Optimization Techniques Open access

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

5

citations
Low-rank eigenvalue solvers for block-sparse matrix product states
2026 arXiv (Cornell University) preprint Computer Science Matrix Theory and Algorithms Open access

Markus Bachmayr, Sebastian Krämer, Max J. Pfeffer

0

citations
Comment on "The polarization hierarchy for polynomial optimization over convex bodies, with applications to nonnegative matrix rank"
2026 arXiv (Cornell University) preprint Mathematics Advanced Optimization Algorithms Research Open access

Julius A. Zeiss

0

citations
Solving weakly supervised regression problem using low-rank manifold regularization
2021 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Vladimir Berikov, Alexander Litvinenko

2

citations
Rank Bounds for Approximating Gaussian Densities in the Tensor-Train Format
2020 arXiv (Cornell University) preprint Mathematics Tensor decomposition and applications Open access

Lars Grasedyck, Robert Scheichl

1

citations
Asymptotic Log-Det Rank Minimization via (Alternating) Iteratively Reweighted Least Squares
2021 arXiv (Cornell University) preprint Engineering Sparse and Compressive Sensing Techniques Open access

Sebastian Krämer

1

citations
Computing f-Divergences and Distances of High-Dimensional Probability Density Functions -- Low-Rank Tensor Approximations
2021 arXiv (Cornell University) preprint Mathematics Tensor decomposition and applications Open access

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

0

citations
Iterative thresholding low-rank time integration
2025 RWTH Publications (RWTH Aachen) preprint Mathematics Numerical methods for differential equations Open access

Markus Bachmayr, Matthieu Dolbeault, Polina Sachsenmaier

0

citations
Penalized reduced rank regression for multi-outcome survival data supports a common metabolic risk score for age-related diseases
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Mathematics Statistical Methods and Inference Open access

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

0

citations
Phase retrieval for affine groups over prime fields
2021 arXiv (Cornell University) preprint Mathematics Mathematical Analysis and Transform Methods Open access

David Bartusel, Hartmut Führ, Vignon Oussa

0

citations
The loss landscape of deep linear neural networks: a second-order analysis
2021 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

El Mehdi Achour, François Malgouyres, Sébastien Gerchinovitz

1

citations
Reduced-Cost Construction of Jacobian Matrices for High-Resolution Inversions of Satellite Observations of Atmospheric Composition
2020 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Hannah O. Nesser, Daniel J. Jacob, Joannes D. Maasakkers, Tia R. Scarpelli, Melissa Payer Sulprizio, Yuzhong Zhang, +1 more

8

citations
Spectrum of Directed Inhomogeneous Random Graphs
2026 arXiv (Cornell University) preprint Mathematics Random Matrices and Applications Open access

Rajat Subhra Hazra, Giacomo Passuello

0

citations
Convergence of gradient descent for learning linear neural networks
2021 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Gabin Maxime Nguegnang, Holger Rauhut, Ulrich Terstiege

1

citations
On $\ell$-torsion in degree $\ell$ superelliptic Jacobians over $\mathbf{F}_q$
2024 arXiv (Cornell University) preprint Mathematics Algebraic Geometry and Number Theory Open access

Wanlin Li, Jonathan Love, Eric Stubley

0

citations
Asymptotic Log-Det Sum-of-Ranks Minimization via Tensor (Alternating) Iteratively Reweighted Least Squares
2021 arXiv (Cornell University) preprint Engineering Sparse and Compressive Sensing Techniques Open access

Sebastian Krämer

1

citations
Locally Fair PageRank: Mean-Field Approximation and One-Step Refinement
2026 arXiv (Cornell University) preprint Social Sciences Ethics and Social Impacts of AI Open access

Mukesh Kumar, Gaurav Dixit, Akrati Saxena

0

citations
Efficient construction of Lie group-equivariant and permutation-invariant spaces
2026 arXiv (Cornell University) preprint Mathematics Finite Group Theory Research Open access

Eloïse Barthelemy, Geneviève Dusson, Camille Hernandez, Liwei Zhang

0

citations
Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards
2023 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Semih Çaycı, Atilla Eryılmaz

2

citations
Decoder Comparability Across Quantum Software Stacks: Repeated-Round Surface and Digitized-GKP Syndrome Replay
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Dennis Delali Kwesi Wayo, Chinonso Onah, Rodrigo Alves Dias, Leonardo Goliatt, Zaher Mundher Yaseen Sven Groppe

0

citations
On Deciding Constant Runtime of Linear Loops
2026 arXiv (Cornell University) preprint Computer Science Logic, programming, and type systems Open access

Florian Frohn, Jürgen Giesl, Peter Giesl, Nils Lommen

0

citations
Large-Scale Partition-Based RIS Beamforming For Uplink RIS-Equipped Multi-User Systems: Asymptotic Analysis
2026 arXiv (Cornell University) preprint Engineering Advanced Wireless Communication Technologies Open access

Samira Rahimian, Haris Gacanin

0

citations
On Deciding Constant Runtime of Linear Loops
2026 arXiv (Cornell University) preprint Computer Science Logic, programming, and type systems Open access

Florian Frohn, Jürgen Giesl, Peter Giesl, Nils Lommen

0

citations

24 results