Deus Ex Machina

Protected: Overview of Bayesian Estimation with Concrete Examples

Calculate the fundamentals of Bayesian estimation (exchangeability, de Finetti's theorem, conjugate prior distribution, posterior distribution, marginal likelihood, etc.) used in probabilistic generative models for digital transformation, artificial intelligence, and machine learning tasks, based on concrete examples (Dirichlet-multinomial distribution model, gamma-gaussian distribution model).

2022.07.20

アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Protected: Overview of Gaussian Processes(4)Hyperparameter Estimation and Generalization of Gaussian Process Regression

Hyperparameter estimation using the gradient descent method of Gaussian process regression for stochastic generative models utilized in digital transformation, artificial intelligence, and machine learning tasks (SCG method, L-BFGS method, global solution using MCMC)

2022.07.19

アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus推論技術:inference Technology数理論理学:Mathematical logic最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Overview and installation of CentOS8

Overview and installation of CentOS, an open source operating system that is functionally compatible with RedHat, a commercial Linux ICT infrastructure used for digital transformation , artificial intelligence, and machine learning tasks

2022.07.18

ICT技術:ICT Technologyweb技術:web technology

On the Road – Gujo/Shirakawa Road and Ecchu Road

From Ryotaro Shiba's Kaido Yuku, Gujo/Shirakawa Highway and Etchu Roads (Gifu Hatori Station, Egoma Oil, Rape Flower Oil, Doso Saito, Nobunaga Oda, Shinran, Jodo Shinshu, Ikkou Putsch, Gujo Hachiman Castle, Nagara River, Mount Kinka, Castle in the Sky, candy balls containing meat cakes, Shirakawa Valley, Lake Omogi, Shirakawa-go, World Heritage, Japan Alps, Toyama)

2022.07.17

旅歴史紀行読書

The Concept of a Real-Time Enterprise in Manufacturing

The Concept of a Real-Time Enterprise in Manufacturing form The Concept of a Real-Time Enterprise in Manufactu...

2022.07.17

IOT技術:IOT TechnologyStream Data Processingweb技術:web technologyエキスパートシステム:expertsystemデータベース技術:DataBase Technology

Search User Interfaces

User Interface for Information Retrieval The user interface for information retrieval serves to provide ...

2022.07.16

web技術:web technologyデータベース技術:DataBase Technologyユーザーインターフェース/データビジュアライゼーション推論技術:inference Technology機械学習:Machine Learning

KI 2014: Advances in Artificial Intelligence Papers

KI 2014: Advances in Artificial Intelligence In the previous article, we discussed KI2013. This time...

2022.07.16

Uncategorized

Protected: Model Selection and Regularized Path Tracking (2)Regularized Path Tracking

On Regularized Path Tracking Algorithms in Model Validation for Improving Efficiency of SVMs Used in Digital Transformation, Artificial Intelligence , and Machine Learning Tasks

2022.07.15

アルゴリズム:Algorithms微分積分:Calculus最適化:Optimization機械学習:Machine Learning画像認識技術音声信号認識技術

Protected: Causal Inference with VAR Models (2)Multivariate Autoregressive (VAR) Models and Causal Inference with VAR Models

Multivariate autoregressive models (VAR models) and causal estimation using VARs in time series data analysis with state space models utilized in digital transformation, artificial intelligence and machine learning tasks

2022.07.14

IOT技術:IOT TechnologyStream Data Processingアルゴリズム:Algorithms微分積分:Calculus推論技術:inference Technology時系列データ解析機械学習:Machine Learning異常検知・変化検知確率・統計:Probability and Statistics線形代数:Linear Algebra

Protected: Computing the Peripheral Probability Distribution 2 – Bethe Approximation

Variational methods using the Bethe approximation to compute marginal probability distributions in probability propagation methods for probability estimation using graphical models utilized in digital transformation, artificial intelligence, and machine learning tasks.

2022.07.13

アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra