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PreprintCC BY 4.0Zenodo

Topological Criticality, Statistical Deception, and Non-Equilibrium Thermodynamics in Large-Scale Machine Learning: Resolving the Twist Between Evaluation Metrics, Practical Utility, and Energy Sustainability

  • Yasuko Kawahata1
  1. 1Rikkyo University
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Cite

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BibTeX
@misc{kawahata2026topological,
  title = {{Topological Criticality, Statistical Deception, and Non-Equilibrium Thermodynamics in Large-Scale Machine Learning: Resolving the Twist Between Evaluation Metrics, Practical Utility, and Energy Sustainability}},
  author = {Yasuko Kawahata},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23646449},
  url = {https://zenodo.org/records/23646449},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - Topological Criticality, Statistical Deception, and Non-Equilibrium Thermodynamics in Large-Scale Machine Learning: Resolving the Twist Between Evaluation Metrics, Practical Utility, and Energy Sustainability
AU  - Yasuko Kawahata
PY  - 2026
DA  - 2026/10/25
PB  - Zenodo
DO  - 10.5281/zenodo.23646449
UR  - https://zenodo.org/records/23646449
ER  -