@article{uncertaintyquantificationanddataefficien,
  title = {Uncertainty Quantification and Data Efficiency in AI: An Information-Theoretic Perspective},
  author = {Osvaldo Simeone and Yaniv Romano},
  year = {2025},
  eprint = {2512.05267},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.05267},
}