activity
20192026
most citedGraph neural network-based structural classification of glass-forming liquids and its interpretation via self-attention mechanism

7 citations · 7 across the 6 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

stat.ML2020

Multilinear Common Component Analysis via Kronecker Product Representation

Kohei Yoshikawa, Shuichi Kawano

We consider the problem of extracting a common structure from multiple tensor datasets. For this purpose, we propose multilinear common component analysis (MCCA) based on Kronecker…

stat.ME2020

Variable fusion for Bayesian linear regression via spike-and-slab priors

Shengyi Wu, Kaito Shimamura, Kohei Yoshikawa +2

In linear regression models, fusion of coefficients is used to identify predictors having similar relationships with a response. This is called variable fusion. This paper presents…