Dropout is framed as a random walk on a hypercube of masks, with claims of smooth, clustered, exponentially abundant generalizing subnetworks.
Graduate Texts in Mathematics 184
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A Combinatorial Theory of Dropout: Subnetworks, Graph Geometry, and Generalization
Dropout is framed as a random walk on a hypercube of masks, with claims of smooth, clustered, exponentially abundant generalizing subnetworks.