Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds

Yuxin Dong, Tieliang Gong, Hong Chen, Shujian Yu, Chen Li
2/12/2026

No official code found. Best implementation: Yuxin-Dong/Loss-Entropy (4 stars, last commit 2024-02-19).

Semantic Scholar

Code Implementations(1)

Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds

41Shell, PythonFeb 19, 20242 years ago

Cite this paper

@article{dong2026rethinking,
  title  = {Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds},
  author = {Yuxin Dong and Tieliang Gong and Hong Chen and Shujian Yu and Chen Li},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:825a861323e81b04d5a40f58a79dd3418b03c041},
  journal = {ICLR 2024 2024}
}

Discussion