How smoothing the affinity matrix affects neighborhood preservation in t-SNE
It is found that sharpening improves preservation of the very nearest neighbors, while smoothing improves preservation of broader local neighborhoods, outperforming alternative affinity constructions including multiscale methods in the mid-local range.
Shirin Mohebi, Guillaume Bied, Jefrey Lijffijt
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