# Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data

> Research article (Proceedings of the Web Conference 2021, 2021) · cited 125× · AI/ML

**Wikidata**: [openalex:W3154608090](https://www.wikidata.org/wiki/openalex:W3154608090)  
**Source**: https://4ort.xyz/entity/characterizing-impacts-of-heterogeneity-in-federated-learning-upon-large-scale-smartphone-data
