Publications:A Simple trick for estimating the weight decay parameter

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Title A Simple trick for estimating the weight decay parameter
Author Thorsteinn Rögnvaldsson
Year 2012
PublicationType Journal Paper
Journal Lecture Notes in Computer Science
HostPublication
Conference
DOI http://dx.doi.org/10.1007/978-3-642-35289-8-6
Diva url http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:1242363
Abstract We present a simple trick to get an approximate estimate of the weight decay parameter λ. The method combines early stopping and weight decay, into the estimate λ̂ =