Tirtharaj Dash
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126
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ML×1AI×1Neural Computing×1Quantitative Methods×1
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2026
BIRDNet: Mining and Encoding Boolean Implication Knowledge Graphs as Interpretable Deep Neural Networks
BIRDNet is a novel, sparse, and interpretable deep neural network that encodes Boolean implication knowledge mined directly from tabular data, achieving performance comparable to dense models while drastically reducing the number of active parameters.
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