Machine learning foundations· survey· 2007
A Tutorial on Conformal Prediction
On the reading lists
- #32 on the Surveys & tutorials shelf (2026 edition)
Why it matters
Established an accessible foundation for distribution-free predictive coverage guarantees.
Condensed from the expert lists' notes.
The record
- First released
- 2007 (from arXiv 0706.3188)
- Published
- 2008
- Citations
- 1,915 citations, as counted by
Semantic Scholar (non-commercial licence) - Named by
- the chatgpt list only
Data sources
Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0), and
Semantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.