Abstract: Algorithms for finding minimum or bounded vertex covers in graphs use a branch-and-reduce strategy, which involves exploring a highly imbalanced search tree. Prior GPU solutions assign ...
This repository contains the implementation of a new parallel shared-memory Connected-Components algorithm, named Afforest. The algorithm uses subgraph sampling for a fast approximation phase, after ...
The efficacy of deep residual networks is fundamentally predicated on the identity shortcut connection. While this mechanism effectively mitigates the vanishing gradient problem, it imposes a strictly ...
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