University of Pennsylvania Press
Figure 4. Decentralized data and distributed statistical learning. are local estimators. They are transferred to a central server to generate an aggregated estimator , which provably enjoys full-sample accuracy as long as the bias of the local estimators is small.
Figure 4.

Decentralized data and distributed statistical learning. inline graphic are local estimators. They are transferred to a central server to generate an aggregated estimator inline graphic, which provably enjoys full-sample accuracy as long as the bias of the local estimators is small.

Additional Information

ISSN
2767-3324
Pages
65-76
Launched on MUSE
2021-07-27
Open Access
Yes
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