Concepedia

FedDQA: A novel regularization-based deep learning method for data quality assessment in federated learning

Zongxiang Zhang, Gang Chen, Yunjie Xu, Lihua Huang, Chenghong Zhang, Shuaiyong Xiao

Decision Support Systems · 2024 · 18 citations · 50 references

Concepts

ComputingComputer ScienceData ScienceMachine LearningData QualityData Quality AssessmentDeep LearningFederated LearningLoss FunctionRepresentation LearningDeep Learning For Big DataDeep Learning-based Quality AssessmentFederated Training Architecture

References

50

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

Advances in neural information processing systems 7

Computers & Mathematics with Applications · 1996 · 14.4K citations

Computing, Computer Science, Neuroscience +14

Advances in Neural Information Processing Systems 29

Onur Teymur, Kostas Zygalakis, Ben Calderhead · 2016 · 13.5K citations

Life Sciences, Computer Science, Neuroscience +12

Learning from Imbalanced Data

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

Computing, Computer Science, Data Science +17

Federated Machine Learning

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

Computing, Computer Science, Cybersecurity +12