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

academia openalex:W4390826759

Press Enter · cited answer in seconds

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

Summary

Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience is a scholarly article^[1].

Key Facts

Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience's instance of is recorded as scholarly article^[2].

⭐ Popularity Graph

0/100 long tail

Quick Facts

Instance of scholarly article

🔗 Connections

Authored by 6

Huaiyu Dai, Richeng Jin, Tianfu Wu, Xiaofan He, Yuding Liu, Yufan Huang

← Author of 6

Huaiyu Dai, Richeng Jin, Tianfu Wu, Xiaofan He, Yuding Liu, Yufan Huang

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

[2] ↑ Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience — instance of (P31): scholarly article. wikidata.org.

Class ancestry

[1] ↑ Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience is an instance of scholarly article (scholarly article) [P31, primary]. Wikidata. wikidata.org.

📑 Cite this page

Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA

4ort.xyz Knowledge Graph. (2026). Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience. Retrieved May 24, 2026, from https://4ort.xyz/entity/sign-based-gradient-descent-with-heterogeneous-data-convergence-and-byzantine-resilience

MLA

“Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/sign-based-gradient-descent-with-heterogeneous-data-convergence-and-byzantine-resilience.

BibTeX

@misc{4ortxyz_sign-based-gradient-descent-with-heterogeneous-data-convergence-and-byzantine-resilience_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience}}, year = {2026}, url = {https://4ort.xyz/entity/sign-based-gradient-descent-with-heterogeneous-data-convergence-and-byzantine-resilience}, note = {Accessed: 2026-05-24}}

LLM prompt

According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience — https://4ort.xyz/entity/sign-based-gradient-descent-with-heterogeneous-data-convergence-and-byzantine-resilience (retrieved 2026-05-24)

Canonical URL: https://4ort.xyz/entity/sign-based-gradient-descent-with-heterogeneous-data-convergence-and-byzantine-resilience · Last refreshed: May 24, 2026