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

4 August 2020

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

11 / 11 papers shown

Title
An Asymptotic Equation Linking WAIC and WBIC in Singular Models Naoki Hayashi Takuro Kutsuna Sawa Takamuku 118 0 0 20 May 2025
Review and Prospect of Algebraic Research in Equivalent Framework between Statistical Mechanics and Machine Learning Theory Sumio Watanabe 60 1 0 31 May 2024
Bayesian Generalization Error of Poisson Mixture and Simplex Vandermonde Matrix Type Singularity Kenichiro Sato Sumio Watanabe 31 13 0 31 Dec 2019
Estimating Real Log Canonical Thresholds T. Imai 30 7 0 04 Jun 2019
Variational Approximation Error in Bayesian Non-negative Matrix Factorization Naoki Hayashi 35 8 0 09 Sep 2018
Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization Naoki Hayashi Sumio Watanabe 29 6 0 13 Sep 2017
Upper Bound of Bayesian Generalization Error in Non-negative Matrix Factorization Naoki Hayashi Sumio Watanabe 32 21 0 13 Dec 2016
Marginal likelihood and model selection for Gaussian latent tree and forest models Mathias Drton Shaowei Lin Luca Weihs Piotr Zwiernik 40 28 0 29 Dec 2014
Stochastic complexity of Bayesian networks Keisuke Yamazaki Sumio Watanabe 42 38 0 19 Oct 2012
A Widely Applicable Bayesian Information Criterion Sumio Watanabe 68 777 0 31 Aug 2012
Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory Sumio Watanabe 111 2,377 0 14 Apr 2010