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Machine Learning

Practical Deep Learning with Bayesian Principles

arxiv.org - Kazuki Osawa, Siddharth Swaroop, Anirudh Jain, Runa Eschenhagen, Richard E. Turner, Rio Yokota, Mohammad Emtiyaz Khan

Abstract: Bayesian methods promise to fix many shortcomings of deep learning, but they are impractical and rarely match the performance of standard …

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