Tomonari Masada

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Denoising Diffusion Probabilistic Modelsの重要な式の解説

トピックモデルの基礎と応用

A Simple Stochastic Gradient Variational Bayes for the Correlated Topic Model

A Simple Stochastic Gradient Variational Bayes for Latent Dirichlet Allocation

FDSE2015

ChronoSAGE: Diversifying Topic Modeling Chronologically

A Topic Model for Traffic Speed Data Analysis

Infinite Latent Process Decomposition

Extraction of topic evolutions from references in scientific articles and its GPU acceleration

Semi-supervised Bibliographic Element Segmentation with Latent Permutations

Steering Time-Dependent Estimation of Posteriors with Hyperparameter Indexing in Bayesian Topic Models

Documents as a Bag of Maximal Substrings: An Unsupervised Feature Extraction for Document Clustering

Modeling Topical Trends over Continuous Time with Priors

Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining

Unmixed Spectrum Clustering for Template Composition in Lung Sound Classification