1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.ST2024
Curse of Dimensionality on Persistence Diagrams
Yasuaki Hiraoka, Yusuke Imoto, Shu Kanazawa +1
The stability of persistent homology has led to wide applications of the persistence diagram as a trusted topological descriptor in the presence of noise. However, with the increas…
stat.ML2023★ 1 cited
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology
Yasuaki Hiraoka, Yusuke Imoto, Killian Meehan +2
Node2vec is a graph embedding method that learns a vector representation for each node of a weighted graph while seeking to preserve relative proximity and global structure. Numeri…