Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks

no code implementations • 16 Mar 2020 • Karan Sikka, Andrew Silberfarb, John Byrnes, Indranil Sur, Ed Chow, Ajay Divakaran, Richard Rohwer

We introduce Deep Adaptive Semantic Logic (DASL), a novel framework for automating the generation of deep neural networks that incorporates user-provided formal knowledge to improve learning from data.

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