research
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03/01/2021
Heterogeneity for the Win: One-Shot Federated Clustering
In this work, we explore the unique challenges – and opportunities – of ...
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07/02/2020
Tilted Empirical Risk Minimization
Empirical risk minimization (ERM) is typically designed to perform well ...
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12/14/2018
On the Convergence of Federated Optimization in Heterogeneous Networks
The burgeoning field of federated learning involves training machine lea...
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12/03/2018
