Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization

13 September 2017

Papers citing "Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization"

6 / 6 papers shown

Title
An Asymptotic Equation Linking WAIC and WBIC in Singular Models Naoki Hayashi Takuro Kutsuna Sawa Takamuku 156 0 0 20 May 2025
Upper Bound of Bayesian Generalization Error in Partial Concept Bottleneck Model (CBM): Partial CBM outperforms naive CBM Naoki Hayashi Yoshihide Sawada 70 1 0 14 Mar 2024
Bayesian Generalization Error in Linear Neural Networks with Concept Bottleneck Structure and Multitask Formulation Naoki Hayashi Yoshihide Sawada UQCV BDL 64 3 0 16 Mar 2023
Choosing the Number of Topics in LDA Models -- A Monte Carlo Comparison of Selection Criteria Victor Bystrov V. Naboka A. Staszewska-Bystrova P. Winker 27 8 0 28 Dec 2022
The Exact Asymptotic Form of Bayesian Generalization Error in Latent Dirichlet Allocation Naoki Hayashi 68 16 0 04 Aug 2020
Variational Approximation Error in Bayesian Non-negative Matrix Factorization Naoki Hayashi 59 8 0 09 Sep 2018