Jiayi Wang

Affiliations:

University of Utah, Department of Electrical & Computer Engineering, Salt Lake City, UT, USA

According to our database¹, Jiayi Wang authored at least 4 papers between 2020 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

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Bibliography

2024

A New Theoretical Perspective on Data Heterogeneity in Federated Optimization.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Rethinking the Data Heterogeneity in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Local Averaging Helps: Hierarchical Federated Learning and Convergence Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Jiayi Wang

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