56 citations · 197 across the 22 of their papers we have counts for
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cs.LG2019
Advances and Open Problems in Federated Learning
Peter Kairouz, H. Brendan McMahan, Brendan Avent +56
Federated learning (FL) is a machine learning setting where many clients (e.g. mobile devices or whole organizations) collaboratively train a model under the orchestration of a cen…
cs.LG2019★ 1 cited
Iterative Hessian Sketch in Input Sparsity Time
Graham Cormode, Charlie Dickens
Scalable algorithms to solve optimization and regression tasks even approximately, are needed to work with large datasets. In this paper we study efficient techniques from matrix s…