23 citations · 23 across the 16 of their papers we have counts for
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stat.ML2024
Optimizing the Induced Correlation in Omnibus Joint Graph Embeddings
Konstantinos Pantazis, Michael Trosset, William N. Frost +2
Theoretical and empirical evidence suggests that joint graph embedding algorithms induce correlation across the networks in the embedding space. In the Omnibus joint graph embeddin…
physics.soc-ph2024
ACRONYM: Augmented degree corrected, Community Reticulated Organized Network Yielding Model
Benjamin Leinwand, Vince Lyzinski
Modeling networks can serve as a means of summarizing high-dimensional complex systems. Adapting an approach devised for dense, weighted networks, we propose a new method for gener…