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stat.ML2026
Intensity Dot Product Graphs
Giulio Valentino Dalla Riva, Matteo Dalla Riva
Latent-position random graph models usually treat the node set as fixed once the sample size is chosen, while graphon-based and random-measure constructions allow more randomness a…
stat.ME2026
Random Dot Product Graphs as Dynamical Systems: Limitations and Opportunities
Giulio Valentino Dalla Riva
Can we learn the differential equations governing the evolution of a temporal network? We investigate this within Random Dot Product Graphs (RDPGs), where each network snapshot is…