Thermodynamic natural gradient descent (NGD-T) regulates natural-gradient steps by a geometric speed-cost bound.

You BJ

DOI: 10.1038/s41598-026-49556-2
Published: 2026 Jun 1
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-49556-2,
  title = {Thermodynamic natural gradient descent (NGD-T) regulates natural-gradient steps by a geometric speed-cost bound.},
  author = {You BJ},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-49556-2},
  url = {https://doi.org/10.1038/s41598-026-49556-2}
}

RIS

TY  - JOUR
TI  - Thermodynamic natural gradient descent (NGD-T) regulates natural-gradient steps by a geometric speed-cost bound.
AU  - You BJ
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-49556-2
UR  - https://doi.org/10.1038/s41598-026-49556-2
ER  -

APA

BJ, Y. (2026). Thermodynamic natural gradient descent (NGD-T) regulates natural-gradient steps by a geometric speed-cost bound.. Scientific reports. https://doi.org/10.1038/s41598-026-49556-2

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pubmed · retrieved 2026-09-27T01:14:08.703Z