20 citations · 63 across the 13 of their papers we have counts for
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cs.SI2020★ 3 cited
The Infinity Mirror Test for Graph Models
Satyaki Sikdar, Daniel Gonzalez Cedre, Trenton W. Ford +1
Graph models, like other machine learning models, have implicit and explicit biases built-in, which often impact performance in nontrivial ways. The model's faithfulness is often m…
cs.SI2020★ 3 cited
Joint Subgraph-to-Subgraph Transitions -- Generalizing Triadic Closure for Powerful and Interpretable Graph Modeling
Justus Hibshman, Daniel Gonzalez Cedre, Satyaki Sikdar +1
We generalize triadic closure, along with previous generalizations of triadic closure, under an intuitive umbrella generalization: the Subgraph-to-Subgraph Transition (SST). We pre…