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Xiaochun Niu
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
Optimization Method
Nelder Mead Simplex
Digital Libraries
Quasi Newton
Top Venues
CoRR
CDC
Allerton
IEEE Trans. Signal Process.
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Publications
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Xiaochun Niu
,
Ermin Wei
FedHybrid: A Hybrid Federated Optimization Method for Heterogeneous Clients.
IEEE Trans. Signal Process.
71 (2023)
Julia Gaudio
,
Xiaochun Niu
,
Ermin Wei
Exact Community Recovery in the Geometric SBM.
CoRR
(2023)
Zhenyu Sun
,
Xiaochun Niu
,
Ermin Wei
Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters.
CoRR
(2023)
Xiaochun Niu
,
Ermin Wei
DISH: A Distributed Hybrid Primal-Dual Optimization Framework to Utilize System Heterogeneity.
CDC
(2022)
Xiaochun Niu
,
Ermin Wei
GRAND: A Gradient-Related Ascent and Descent Algorithmic Framework for Minimax Problems.
Allerton
(2022)