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Using Benson’s Algorithm for Regularization Parameter Tracking

Published in Proceedings of the AAAI Conference on Artificial Intelligence • Jul 17, 2019
NobleIDNI5P63W83R60S01
Authors:
Joachim Giesen
,
Sӧren Laue
,
Andreas Lӧhne

Abstract

Regularized loss minimization, where a statistical model is obtained from minimizing the sum of a loss function and weighted regularization terms, is still in widespread use in machine learning. The statistical performance of the resulting models depends on the choice of weights (regularization para...

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