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Tomonari Masada
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Personal Information
Organization / Workplace
Tokyo Japan
Occupation
Professor
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Website
tomonari-masada.github.io/
About
MY RESEARCH GOAL: Extracting latent DIVERSITIES from data with MATHEMATICAL MODELING. Specialties: data mining, Bayesian modeling, information retrieval, Web mining
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Presentations
(18)
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Denoising Diffusion Probabilistic Modelsの重要な式の解説
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
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 the Correlated Topic Model
A Simple Stochastic Gradient Variational Bayes for Latent Dirichlet Allocation
A Simple Stochastic Gradient Variational Bayes for Latent Dirichlet Allocation
FDSE2015
FDSE2015
ChronoSAGE: Diversifying Topic Modeling Chronologically
ChronoSAGE: Diversifying Topic Modeling Chronologically
Documents
(30)
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Learning Latent Space Energy Based Prior Modelの解説
Learning Latent Space Energy Based Prior Modelの解説
Context-dependent Token-wise Variational Autoencoder for Topic Modeling
Context-dependent Token-wise Variational Autoencoder for Topic Modeling
A note on the density of Gumbel-softmax
A note on the density of Gumbel-softmax
Expectation propagation for latent Dirichlet allocation
Expectation propagation for latent Dirichlet allocation
Mini-batch Variational Inference for Time-Aware Topic Modeling
Mini-batch Variational Inference for Time-Aware Topic Modeling
A note on variational inference for the univariate Gaussian
A note on variational inference for the univariate Gaussian