ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1906.09256
77
61
v1v2v3 (latest)

Power and limitations of conformal martingales

21 June 2019
V. Vovk
ArXiv (abs)PDFHTML
Abstract

This paper, accompanying my poster at ISIPTA 2019 (5 July 2019), poses the problem of investigating the power and limitations of conformal martingales as a means of detecting deviations from randomness. It starts from a brief review of conformal change detection, including CUSUM and Shiryaev-Roberts versions, and establishing simple validity results limiting the frequency of false alarms. It then gives several preliminary results in the direction of efficiency and discusses connections between randomness, exchangeability, and conformal martingales.

View on arXiv
Comments on this paper