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math.PR2021★ 1 cited
A probabilistic view of latent space graphs and phase transitions
Suqi Liu, Miklos Z. Racz
We study random graphs with latent geometric structure, where the probability of each edge depends on the underlying random positions corresponding to the two endpoints. We focus o…
math.PR2021
Phase transition in noisy high-dimensional random geometric graphs
Suqi Liu, Miklos Z. Racz
We study the problem of detecting latent geometric structure in random graphs. To this end, we consider the soft high-dimensional random geometric graph , whe…