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Neural Information Processing Systems 

Inourlatestversion,wehaveallowedtheMarkov22 chain to start from an arbitrary initial distributionφ rather than the stationary distributionπ. To verify that is a meaning-34 ful range for tuningL, we enumerate trajectory lengthL from {104,,1010}, estimate the co-occurrence ma-35 trix with the single trajectory sampled from BlogCatalog, convert the co-occurrence matrix to the one required36 by NetMF, and factorize it with SVD.

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