Search Results for author: Sara Venturini

Found 2 papers, 2 papers with code

Learning the Right Layers: a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs

1 code implementation31 May 2023 Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco

Clustering (or community detection) on multilayer graphs poses several additional complications with respect to standard graphs as different layers may be characterized by different structures and types of information.

Clustering Community Detection

Laplacian-based Semi-Supervised Learning in Multilayer Hypergraphs by Coordinate Descent

1 code implementation28 Jan 2023 Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco

Graph Semi-Supervised learning is an important data analysis tool, where given a graph and a set of labeled nodes, the aim is to infer the labels to the remaining unlabeled nodes.

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