Simplex2Vec embeddings for community detection in simplicial complexes
- https://arxiv.org/abs/1906.09068
- Jacob Charles Wright Billings, Mirko Hu, Giulia Lerda, Alexey N. Medvedev, Francesco Mottes, Adrian Onicas, Andrea Santoro, Giovanni Petri
Simplicial complex, Topological data analysis
Hasse diagram connects each k-simplex to k-1-simplex. Simplex2vec gives higher weights to higher-order nodes.