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News/Online Localized Conformal Prediction
arxiv
PublishedMay 8, 2026 at 4:00 AM
—neutral

Online Localized Conformal Prediction

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2605.05497v1 Announce Type: new Abstract: Conformal prediction is a framework that provides valid uncertainty quantification for general models with exchangeable data. However, in the online learning and time-series settings, exchangeability is not satisfied. Existing online conformal methods,

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Discussion
Mentioned models
03
  • 01
    Online Localized Conformal Prediction (OLCP)
  • 02
    OLCP-Hedge
  • 03
    Adaptive Conformal Inference (ACI)
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#conformal-prediction#online-learning#time-series#machine-learning

No replies yet. Be first.

Mentioned models
03
  • 01
    Online Localized Conformal Prediction (OLCP)
  • 02
    OLCP-Hedge
  • 03
    Adaptive Conformal Inference (ACI)
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#conformal-prediction#online-learning#time-series#machine-learning

Related coverage

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