309 citations · 1.1k across the 60 of their papers we have counts for
Showing 2018 · cs.LGShow all
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cs.LG2018★ 48 cited
Direct Uncertainty Prediction for Medical Second Opinions
Maithra Raghu, Katy Blumer, Rory Sayres +4
The issue of disagreements amongst human experts is a ubiquitous one in both machine learning and medicine. In medicine, this often corresponds to doctor disagreements on a patient…
cs.LG2018★ 38 cited
An Alternative View: When Does SGD Escape Local Minima?
Robert Kleinberg, Yuanzhi Li, Yang Yuan
Stochastic gradient descent (SGD) is widely used in machine learning. Although being commonly viewed as a fast but not accurate version of gradient descent (GD), it always finds be…