Space-invariant projection in streaming network embedding
The introduction of new nodes in dynamic networks gradually leads to drift in the node
embedding space, and the retraining of node embeddings and downstream models is …
embedding space, and the retraining of node embeddings and downstream models is …
Fast generating A large number of gumbel-max variables
The well-known Gumbel-Max Trick for sampling elements from a categorical distribution (or
more generally a nonnegative vector) and its variants have been widely used in areas such …
more generally a nonnegative vector) and its variants have been widely used in areas such …