15 citations · 40 across the 18 of their papers we have counts for
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cs.NE2018
A Practical Approach to Sizing Neural Networks
Gerald Friedland, Alfredo Metere, Mario Krell
Memorization is worst-case generalization. Based on MacKay's information theoretic model of supervised machine learning, this article discusses how to practically estimate the maxi…
cs.CC2018
Principle of Conservation of Computational Complexity
Gerald Friedland, Alfredo Metere
In this manuscript, we derive the principle of conservation of computational complexity. We measure computational complexity as the number of binary computations (decisions) requir…