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

7 citations · 7 across the 4 of their papers we have counts for

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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.ML2019

Sparse Reduced-Rank Regression for Simultaneous Rank and Variable Selection via Manifold Optimization

Kohei Yoshikawa, Shuichi Kawano

We consider the problem of constructing a reduced-rank regression model whose coefficient parameter is represented as a singular value decomposition with sparse singular vectors. T…