Deep node clustering based on mutual information maximization

Variational Graph Autoencoders (VGAs) are generative models for unsupervised learning of node representations within graph data. While VGAs have been achieved state-of-the-art results for different predictive tasks on graph-structured data, they are susceptible to the over-pruning problem where only...

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Bibliographic Details
Main Authors: Molaei, S, Ghanbari Bousejin, N, Zare, H, Jalili, M
Format: Journal article
Language:English
Published: Elsevier 2021