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Home/Authors/Satoshi Aoki

Satoshi Aoki

1 indexed paper

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26

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Stats ML×1ML×1

Frequent co-authors

Akihiro Maeda1×
Shohei Hidaka1×

Research Timeline

2026
Algebraic Signatures for Structural Learning in Probability Tensors

This paper presents a method for identifying probabilistic structures from empirical probability tensors using algebraic statistics and Kronecker-stack class of configuration matrices.

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Papers

stat.MLcs.LGEmpiricalRecentJul 21, 2026

Algebraic Signatures for Structural Learning in Probability Tensors

Akihiro Maeda, Shohei Hidaka, Satoshi Aoki

This paper presents a method for identifying probabilistic structures from empirical probability tensors using algebraic statistics and Kronecker-stack class of configuration matrices.

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