自然言語処理:Natural Language Processing

アルゴリズム:Algorithms

Protected: Partitioning Method on Support Vector Machines (1) SMO Algorithm

Efficiency using the partitioning method (SMO algorithm) on support vector machines utilized for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks
Symbolic Logic

Protected: Introduction to Optimization with Support Vector Machines: Optimality Conditions and Generic Solution Methods

Optimality conditions (strong duality and KKT) and generic solution methods (active set and interior point method) in support vector machines used for digital transformation, artificial intelligence and machine learning tasks
アルゴリズム:Algorithms

Protected: Support vector machines for unsupervised learning

Application of support vector machines for digital transformation, artificial intelligence, and machine learning tasks (1-class SVM with nu-SV classification algorithm for unsupervised classification used for anomaly detection)
アルゴリズム:Algorithms

Protected: Regression Analysis with Support Vector Machines (2) Approach to Nonlinear Regression Problems

Approaches to nonlinear regression problems with support vector machines (quantile regression, kernel quantile regression, heterogeneous distribution models, ε-insensitive loss functions) utilized in digital transformation, artificial intelligence, and machine learning tasks.
微分積分:Calculus

Protected: Regression Analysis with Support Vector Machines (1)Approach to linear regression problems

Regression problems with linear functions using dual problems with Lagrangian functions with support vector machines utilized in digital transformation, artificial intelligence, and machine learning tasks
Symbolic Logic

Graph Structures for knowledge Representation and Reasoning

Graph Structures for knowledge Representation and Reasoning From Graph Structures for knowledge Representat...
Symbolic Logic

Knowledge Graph and Semantic Computing

Machine Learning Technology  Artificial Intelligence Technology  Natural Language Processing Technology  Semantic Web Te...
グラフ理論

The World of Bayesian Modeling

  Overview This presentation provides an overview of the contemporary world of Bayesian modeling from the perspec...
ベイズ推定

Machine Learning with Bayesian Inference and Graphical Model

  Machine Learning with Bayesian Inference and Graphical Model Overview Machine learning using Bayesian inference ...
ベイズ推定

Machine Learning Professional Series “Variational Bayesian Learning” reading notes

    Summary Variational Bayesian learning applies a variational approach to stochastic models in Bayesian estimatio...
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