Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence

Yuxin Dong, Haoran Guo, Tieliang Gong, Wen Wen, Chen Li
2/14/2026

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Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence (ICML 2025)

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@article{dong2026exactly,
  title  = {Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence},
  author = {Yuxin Dong and Haoran Guo and Tieliang Gong and Wen Wen and Chen Li},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:e5716378941ab13b7d006b91d218b4fe324b3341},
  journal = {ICML 2025 2025}
}

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