最適化:Optimization Protected: Clustering of symmetric relational data – Spectral clustering Extraction of relationships, knowledge extraction and prediction, spectral clustering by machine learning for graph analysis, etc. 2021.05.28 最適化:Optimization検索技術:Search Technology機械学習:Machine Learning線形代数:Linear Algebra
セマンテックウェブ技術:Semantic web Technology Semantic Web Technologies The first conference on semantic web technology (ISWC), the next generation of web technology, was held in 2002. The first conference on semantic web technology (ISWC), the next generation of web technology, was held in 2002, and included many concepts of technology for handling knowledge as data, and there is still a lot of useful information. 2021.05.27 セマンテックウェブ技術:Semantic web Technology
アルゴリズム:Algorithms Protected: Variational Bayesian Learning Introduction Fundamentals of Variational Methods for Optimizing Bayesian Estimation in Machine Learning 2021.05.27 アルゴリズム:Algorithms機械学習:Machine Learning確率・統計:Probability and Statistics
アルゴリズム:Algorithms Protected: Online Machine Learning Overview Basics of online learning for sequential learning from a small number of supervised data 2021.05.26 アルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning
アルゴリズム:Algorithms Protected: Bayesian Deep Learning – Introduction Overview of Bayesian deep models, an evolution of deep learning and probabilistic generative models. 2021.05.25 アルゴリズム:Algorithms機械学習:Machine Learning深層学習:Deep Learning確率・統計:Probability and Statistics
推論技術:inference Technology Protected: Graphical Model Overview and Bayesian Network Graphical model overview for efficient approach to stochastic generative models, Bayesian networks 2021.05.24 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
推論技術:inference Technology Protected: Graphical Models Overview and Markov Probability Fields Graphical model overview for efficient approach to stochastic generative models, Markov stochastic processes 2021.05.23 推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics
推論技術:inference Technology Protected: An overview of the expert integration problem in online forecasting and its implementation in Regret Overview of online predictive learning for solving sequential prediction problems, introduction to Regret 2021.05.22 推論技術:inference Technology最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning確率・統計:Probability and Statistics
最適化:Optimization Protected: Continuous Optimization in Machine Learning – Overview Explanation of the mathematical theory underlying optimization algorithms for machine learning. 2021.05.21 最適化:Optimization機械学習:Machine Learning
アルゴリズム:Algorithms Protected: Reinforcement Learning Overview An overview of reinforcement learning for learning sequential decision rules 2021.05.20 アルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning