mlsanityData to 7 Oct 2026

Enhancement of prediction algorithms by betting

arXiv 2105.08669 ↗First posted 18 May 2021cs.LGcited by 1

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Abstract (arXiv)

This note proposes a procedure for enhancing the quality of probabilistic prediction algorithms via betting against their predictions. It is inspired by the success of the conformal test martingales that have been developed recently.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 4 of its 12 references that are in the map. First posted on arXiv 18 May 2021.

Builds on

4 of 12 references.

References · 4

  1. 2019Testing randomnesscited by 32
  2. 2021Retrain or not retrain: Conformal test martingales for change-point detectioncited by 28
  3. 2020Testing for concept shift onlinecited by 14
  4. 2021Conformal testing in a binary model situationcited by 4

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2026: 1.

1 paper.