Concepedia

FedGA: A greedy approach to enhance federated learning with Non-IID data

Yue Cong, Yuxiang Zeng, Jing Qiu, Zhongyang Fang, Lejun Zhang, Cheng Du, Jia Liu, Zhihong Tian

Knowledge-Based Systems · 2024 · 30 citations · 17 references

DOI

Concepts

References

17

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

, , +12

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations

, , +17

Federated Machine Learning

Qiang Yang, Yang Liu, Tianjian Chen et al. · ACM Transactions on Intelligent Systems and Technology · 2019 · 5.9K citations

, , +12

Deep Learning with Differential Privacy

Martı́n Abadi, Andy Chu, Ian Goodfellow et al. · 2016 · 5.9K citations · Full text

, , +14

Artificial intelligence and statistics

Karl Kumbier · Frontiers of Information Technology & Electronic Engineering · 2018 · 2K citations

, , +10