536 citations · 905 across the 15 of their papers we have counts for
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cs.LG2010★ 7 cited
Robust Distributed Online Prediction
Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir +1
The standard model of online prediction deals with serial processing of inputs by a single processor. However, in large-scale online prediction problems, where inputs arrive at a h…
cs.LG2010★ 536 cited
Optimal Distributed Online Prediction using Mini-Batches
Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir +1
Online prediction methods are typically presented as serial algorithms running on a single processor. However, in the age of web-scale prediction problems, it is increasingly commo…