December 2021 | Deus Ex Machina

AAAI Classic paper: Artificial Intelligence Technology Review the old and know the new

Previous best papers supervised by AAAI containing various technology ideas (robotics, knowledge data, planning, SAT, etc.) used in Artificial Intelligence and Digital Transformation tasks AAAI Classics

2021.12.31

Uncategorized

Zen and Art

Zen and Art Introduction to Zen as life tips & miscellaneous information. As I mentioned on Rinzai Zen and th...

2021.12.30

アート:Art禅:Zen

Surfboard

The history of surfboards, an important surfing gear (wood boards, fiberglass boards, molded (epoxy) boards, soft boards)

2021.12.30

スポーツ:Sportsテクノロジー:Technology

Protected: Topic models – maximum likelihood estimation, variational Bayesian estimation, estimation by Gibbs sampling

Maximum likelihood, variational Bayesian, and Gibbs sampling estimation of topic models for digital transformation , artificial intelligence , and natural language processing tasks.

2021.12.29

微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics自然言語処理:Natural Language Processing

Protected: Tensor decomposition – CP decomposition and Tucker decomposition

Processing of higher-order relational data and tensors using CP decomposition and Tucker decomposition for digital transformation and artificial intelligence tasks.

2021.12.28

グラフ理論微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Higher-order relational data – an overview of tensor data processing

Tensor data processing to analyze relationships between three or more objects for use in digital transformation and artificial intelligence tasks.

2021.12.27

機械学習:Machine Learning自然言語処理:Natural Language Processing関係データ学習

Zen, Temples, and the History of Kamakura (Rinzai Zen and the Five Mountains of Kamakura)

An introduction to Rinzai Zen, one of the roots of Japanese Zen, and the Five Temples of Kamakura (Kenchoji, Engakuji, Fukujuji, Jochiji, and Jomyoji), as well as Eisai, Rankei Doryu, and Mugaku Sougen.

2021.12.26

旅禅:Zen

Protected: Estimating the number of topics in a topic model – Dirichlet process, Chinese restaurant process, stick-folding process

A topic model using Dirichlet process, Chinese restaurant process, and stick-folding process for digital transformation and artificial intelligence tasks.

2021.12.25

微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics自然言語処理:Natural Language Processing

Protected: Application of Topic Models to Information Other Than Documents – Application to Image Data and Graph Data (Stochastic Block Model, Mixed Member Probabilistic Block Model)

Topic models for image and graph data using stochastic block models for digital transformation and artificial intelligence tasks.

2021.12.24

微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics自然言語処理:Natural Language Processing

MCMC and Bayesian estimation

デジタルトランスフォーメーション(DX)、人工知能(AI)タスクに活用される確率関数の積分等に用いられるマルコフ連鎖モンテカルロ

2021.12.23

推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

2021-12

AAAI Classic paper: Artificial Intelligence Technology Review the old and know the new

Zen and Art

Surfboard

Protected: Topic models – maximum likelihood estimation, variational Bayesian estimation, estimation by Gibbs sampling

Protected: Tensor decomposition – CP decomposition and Tucker decomposition

Protected: Higher-order relational data – an overview of tensor data processing

Zen, Temples, and the History of Kamakura (Rinzai Zen and the Five Mountains of Kamakura)

Protected: Estimating the number of topics in a topic model – Dirichlet process, Chinese restaurant process, stick-folding process

Protected: Application of Topic Models to Information Other Than Documents – Application to Image Data and Graph Data (Stochastic Block Model, Mixed Member Probabilistic Block Model)

MCMC and Bayesian estimation