Search Results for author: Kazuya Takabatake

Found 2 papers, 0 papers with code

Full-Span Log-Linear Model and Fast Learning Algorithm

no code implementations17 Feb 2022 Kazuya Takabatake, Shotaro Akaho

The FSLL model is a "highest-order" Boltzmann machine; nevertheless, we can compute the dual parameters of the model distribution, which plays important roles in exponential families, in $O(|X|\log|X|)$ time.

Reconsidering Dependency Networks from an Information Geometry Perspective

no code implementations2 Jul 2021 Kazuya Takabatake, Shotaro Akaho

Like Bayesian networks, the structure of a dependency network is represented by a directed graph, and each node has a conditional probability table.

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