Wirless-Resource-Management. In this work, we address both the theoretical and practical aspects of overfitting and regularization with applications to wireless resource management. We first discover the theoretical reasoning of overfitting and how regularization helps and then on implementation side we show the effects of regularization on a practical DNN-based approximation to a popular power allocation algorithm named WMMSE.

Problem

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Audience

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Market

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Pricing

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