599 citations · 1.6k across the 13 of their papers we have counts for
Showing 2015 · stat.MLShow all
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stat.ML2015★ 74 cited
SparkNet: Training Deep Networks in Spark
Philipp Moritz, Robert Nishihara, Ion Stoica +1
Training deep networks is a time-consuming process, with networks for object recognition often requiring multiple days to train. For this reason, leveraging the resources of a clus…
stat.ML2015
No Regret Bound for Extreme Bandits
Robert Nishihara, David Lopez-Paz, Léon Bottou
Algorithms for hyperparameter optimization abound, all of which work well under different and often unverifiable assumptions. Motivated by the general challenge of sequentially cho…