A Non-Local Convergence Analysis of Gradient Flow for Deep Linear Networks

Kun Chen, Dachao Lin, Zhihua Zhang

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DOI: 10.1109/tpami.2026.3704447
Published: 2026-10
Container: IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1109/tpami.2026.3704447,
  title = {A Non-Local Convergence Analysis of Gradient Flow for Deep Linear Networks},
  author = {Kun Chen and Dachao Lin and Zhihua Zhang},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2026.3704447},
  url = {https://doi.org/10.1109/tpami.2026.3704447}
}

RIS

TY  - JOUR
TI  - A Non-Local Convergence Analysis of Gradient Flow for Deep Linear Networks
AU  - Kun Chen
AU  - Dachao Lin
AU  - Zhihua Zhang
PY  - 2026
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2026.3704447
UR  - https://doi.org/10.1109/tpami.2026.3704447
ER  -

APA

Chen, K., Lin, D., & Zhang, Z. (2026). A Non-Local Convergence Analysis of Gradient Flow for Deep Linear Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2026.3704447

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crossref · retrieved 2026-09-25T02:15:36.980Z