math.ST · 2026-07-01 · No. 40

Statistics Theory, 2026-07-01.

1 new papers in math.ST. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    On Optimal Data Splitting for Split Conformal Prediction

    Sayan Das, Bahram Yaghooti, Todd A. Kuffner, Soumendra N. Lahiri

    math.ST · cs.LG · stat.ML

    Conformal prediction and its variants, including the split conformal prediction, provide a distribution-free framework for uncertainty quantification by constructing prediction intervals or sets with finite-sample coverage guarantees. The statistical efficiency of these intervals depends critically on how the data are split into training and calibration samples. Despite its practical importance, a principled characterization of the...

    arxiv.org/abs/2606.31600 · PDF

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