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217 results0.31sCorpus: reviews 2019–2026Advanced
  1. Adaptive sampling under distributional drift

    #0412 · Round 3 · 3 reviews · 11 May 2026

    …two of the three traces contain a documented regime change, and the improvement in calibration error is concentrated entirely in those two…

  2. On the failure of held-out splits

    #0399 · Round 3 · 1 review · 28 April 2026

    …a held-out split assumes exchangeability, which any regime change violates by construction; the resulting calibration estimate is optimistic by a factor that grows with…

  3. Cost curves in cold storage

    #0404 · Round 3 · 3 reviews · 2 May 2026

    …the authors mention calibration once, in a footnote, and do not test whether the pricing regime change in 2023 affects their…

  4. Reproducibility of the 2024 panel

    #0421 · Round 3 · 3 reviews · 14 May 2026

    …we reproduce nine of eleven results. The two failures both involve calibration under a synthetic regime change, which suggests a seed-dependence the original…