Two new spectral algorithms, GDSE and GDE, learn Euclidean embeddings of hypergraphs by optimizing a smoothed reconstruction loss, recovering planted geometry and improving spurious/missing membership detection and clustering.
Networks beyond pairwise interactions: Structure and dynamics
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.SI 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Optimization of geometric hypergraph embedding
Two new spectral algorithms, GDSE and GDE, learn Euclidean embeddings of hypergraphs by optimizing a smoothed reconstruction loss, recovering planted geometry and improving spurious/missing membership detection and clustering.