# Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience

> Research article (IEEE Transactions on Neural Networks and Learning Systems, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4390826759](https://www.wikidata.org/wiki/openalex:W4390826759)  
**Source**: https://4ort.xyz/entity/sign-based-gradient-descent-with-heterogeneous-data-convergence-and-byzantine-resilience