Naoki Hayashi | DeepAI

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Sumio Watanabe
13 publications

research

∙ 08/04/2020

The Exact Asymptotic Form of Bayesian Generalization Error in Latent Dirichlet Allocation

Latent Dirichlet allocation (LDA) obtains essential information from dat...

0 Naoki Hayashi, et al. ∙

research

∙ 09/09/2018

Variational Approximation Accuracy in Bayesian Non-negative Matrix Factorization

Non-negative matrix factorization (NMF) is a knowledge discovery method ...

0 Naoki Hayashi, et al. ∙

research

∙ 09/13/2017

Asymptotic Bayesian Generalization Error in a General Stochastic Matrix Factorization for Markov Chain and Bayesian Network

Stochastic matrix factorization (SMF) can be regarded as a restriction o...

0 Naoki Hayashi, et al. ∙