Search Results for author: Bernardo Marenco

Found 2 papers, 2 papers with code

Gradient-Based Spectral Embeddings of Random Dot Product Graphs

1 code implementation25 Jul 2023 Marcelo Fiori, Bernardo Marenco, Federico Larroca, Paola Bermolen, Gonzalo Mateos

RDPGs crucially postulate that edge formation probabilities are given by the dot product of the corresponding latent positions.

Graph Representation Learning Network Embedding

Online Change Point Detection for Weighted and Directed Random Dot Product Graphs

1 code implementation26 Jan 2022 Bernardo Marenco, Paola Bermolen, Marcelo Fiori, Federico Larroca, Gonzalo Mateos

Given a sequence of random (directed and weighted) graphs, we address the problem of online monitoring and detection of changes in the underlying data distribution.

Change Point Detection Graph Representation Learning +1

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