Statistics
Publications
38
Citations
3.6K
H-Index
24
Active since
2013
Virginia Smith is an author at Carnegie Mellon University specializing in computing, machine learning, and computer science.
Publications per year
2013–2024
38
38
Federated Optimization in Heterogeneous Networks
Li Tian, Anit Kumar Sahu, Manzil Zaheer et al. · arXiv (Cornell University) · 2018 · 452 citations · Full text
Fair Resource Allocation in Federated Learning
Li Tian, Maziar Sanjabi, Ahmad Beirami et al. · arXiv (Cornell University) · 2019 · 356 citations · Full text
LEAF: A Benchmark for Federated Settings
Sebastian Caldas, Peter Wu, Li Tian et al. · arXiv (Cornell University) · 2018 · 285 citations · Full text
On the Convergence of Federated Optimization in Heterogeneous Networks.
Anit Kumar Sahu, Tian Li, Maziar Sanjabi et al. · arXiv (Cornell University) · 2018 · 230 citations · Full text
Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li, Shengyuan Hu, Ahmad Beirami et al. · arXiv (Cornell University) · 2020 · 219 citations · Full text
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