# Large-scale probabilistic predictors with and without guarantees of validity

> Research article (arXiv (Cornell University), 2015) · cited 13× · AI/ML

**Wikidata**: [openalex:W1950435585](https://www.wikidata.org/wiki/openalex:W1950435585)  
**Source**: https://4ort.xyz/entity/large-scale-probabilistic-predictors-with-and-without-guarantees-of-validity