# Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges

> Research article (Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022) · cited 22× · AI/ML

**Wikidata**: [openalex:W4285602083](https://www.wikidata.org/wiki/openalex:W4285602083)  
**Source**: https://4ort.xyz/entity/data-valuation-in-machine-learning-ingredients-strategies-and-open-challenges