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

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

4 August 2020

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

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Title
An Asymptotic Equation Linking WAIC and WBIC in Singular Models Naoki Hayashi Takuro Kutsuna Sawa Takamuku 156 0 0 20 May 2025
Review and Prospect of Algebraic Research in Equivalent Framework between Statistical Mechanics and Machine Learning Theory Sumio Watanabe 104 1 0 31 May 2024
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
Free energy of Bayesian Convolutional Neural Network with Skip Connection Shuya Nagayasu Sumio Watanabe UQCV BDL 52 2 0 04 Jul 2023
Bayesian Free Energy of Deep ReLU Neural Network in Overparametrized Cases Shuya Nagayasu Sumio Watanabe BDL 81 3 0 28 Mar 2023
Blow-up Algorithm for Sum-of-Products Polynomials and Real Log Canonical Thresholds Joe Hirose 23 0 0 21 Mar 2023
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 29 8 0 28 Dec 2022
Recent Advances in Algebraic Geometry and Bayesian Statistics Sumio Watanabe 88 1 0 18 Nov 2022
Mathematical Theory of Bayesian Statistics for Unknown Information Source Sumio Watanabe 68 9 0 11 Jun 2022
Asymptotic Behavior of Bayesian Generalization Error in Multinomial Mixtures Takumi Watanabe Sumio Watanabe 51 7 0 14 Mar 2022
Asymptotic Behavior of Free Energy When Optimal Probability Distribution Is Not Unique Shuya Nagayasu Sumio Watanabe 49 7 0 15 Dec 2020