# Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines

> Research article (Proceedings of the ACM on Management of Data, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4381328970](https://www.wikidata.org/wiki/openalex:W4381328970)  
**Source**: https://4ort.xyz/entity/automating-and-optimizing-data-centric-what-if-analyses-on-native-machine-learning-pipelines