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On the Need to Align Intent and Implementation in Uncertainty Quantification for Machine Learning

S Trivedi, BD Nord - arXiv preprint arXiv:2506.03037, 2025 - arxiv.org
Computer Science paper cs.LG Suggest

… targets (eg, prediction, inference, simulation-based inference), uncertainty constructs (eg, … and use scenarios, particularly in the context of simulation-based inference (SBI). …

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BibTeX

@misc{trivedi2025needalignintentimplementation,
      title={On the Need to Align Intent and Implementation in Uncertainty Quantification for Machine Learning}, 
      author={Shubhendu Trivedi and Brian D. Nord},
      year={2025},
      eprint={2506.03037},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https//arxiv.org/abs/2506.03037}, 
}

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