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Papers matching “matrix rank” 5

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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
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
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
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers
2021 Information and Inference A Journal of the IMA article Computer Science Stochastic Gradient Optimization Techniques Open access

Bubacarr Bah, Holger Rauhut, Ulrich Terstiege, Michael Westdickenberg

29

citations

5 results