50 citations · 153 across the 35 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2021
Probability Distribution on Full Rooted Trees
Yuta Nakahara, Shota Saito, Akira Kamatsuka +1
The recursive and hierarchical structure of full rooted trees is applicable to represent statistical models in various areas, such as data compression, image processing, and machin…
stat.ML2017★ 5 cited
Hypergraph -Laplacian: A Differential Geometry View
Shota Saito, Danilo P Mandic, Hideyuki Suzuki
The graph Laplacian plays key roles in information processing of relational data, and has analogies with the Laplacian in differential geometry. In this paper, we generalize the an…