Summer project studying mathematical representations of Deep Neural Networks (DNNs). In 2018, Kepner et al. studied such representations using Associative Array Algebra on a restricted class of DNNs. I hope to relax some of those constraints by developing representations for DNNs that use dropout and nonbinary weights.
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Summer project studying mathematical representations of Deep Neural Networks (DNNs). In 2018, Kepner et al. studied such representations using Associative Array Algebra on a restricted class of DNNs. I hope to relax those constraints by developing representations for DNNs that use dropout and nonbinary weights.
Musubee/SparseRepresentations
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Summer project studying mathematical representations of Deep Neural Networks (DNNs). In 2018, Kepner et al. studied such representations using Associative Array Algebra on a restricted class of DNNs. I hope to relax those constraints by developing representations for DNNs that use dropout and nonbinary weights.
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