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Some Questions #1
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Mathematically, sqrt(di)*sqrt(dj)/ (2m) is correct without self loop. But in many real application (e.g., node classification and node clustering), the graph information of node itself cannot be ultilized if we ignore self loop, leading to non-optimal model performance. |
Hi wentao! Excellent work!!! Due to my poor capability of math , I raise the following questions for the paper:
when a connected graph with the adjacent matrix A without self-loop and using r=0.5(Acap = D{^0.5}AD{^0.5} ) is used,
will the Eq. 2 in the paper become : Acap-infinity = sqrt(di)*sqrt(dj)/ (2m + n) ?
will the Theorem 3.1. become: (di +1) in the Eq. 6 to di ?
will the Theorem 3.2. still be corret?
and are there some tips to choose a proper epsilon for a specific task?
thank you for reading this issue!
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