コンピューター KI 2015: Advances in Artificial Intelligence Papers
KI 2015: Advances in Artificial Intelligence
In the previous article, I described KI 2014. In this i...
コンピューター Stream Data Processing Protected: Sequential learning using SVM
Overview of algorithms for sequential learning by adding/removing training examples using SVMs in support vector machines utilized for digital transformation, artificial intelligence, and machine learning tasks.
アルゴリズム:Algorithms Protected: Calculation of marginal probability distribution – Kikuchi approximation
Application of graphical models to stochastic generative models for digital transformation, artificial intelligence, and machine learning tasks; calculation of marginal probability distributions in the generalized stochastic propagation method with Kikuchi free energy functions and comparison with Bethe free energy functions and Hasse diagrams
アルゴリズム:Algorithms 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).
アルゴリズム:Algorithms 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)
ICT技術:ICT Technology 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
旅 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)
IOT技術:IOT Technology 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...
web技術:web technology Search User Interfaces
User Interface for Information Retrieval
The user interface for information retrieval serves to provide ...
Uncategorized KI 2014: Advances in Artificial Intelligence Papers
KI 2014: Advances in Artificial Intelligence
In the previous article, we discussed KI2013. This time...