Lecture

Data Mining, SOKENDAI (NII)

Date Title
2021.10.15 Learning and Computing
2021.10.22 Pattern Mining
2021.10.29 Graph Mining
2021.11.5 Supervised Pattern Mining
2021.11.19 Boltzmann Machines
2021.11.26 Bias-variance tradeoff
2021.12.3 Clustering
2021.12.10 Outlier Detection
2021.12.24 Classification
2022.1.7 SVM and Kernel Methods
2022.1.14 Feature Selection

Introduction to Big Data Science, SOKENDAI (NII)

Date Title
2022.11.16 Machine Learning for Graph Structured Data  [supplement]

Introduction to Intelligent Systems Science II, SOKENDAI (NII)

Date Title
2022.10.17 Mechanisms of Machine Learning
2022.10.24 Machine Learning and Information Geometry

Special Lecture at National Institute of Technology, Kurume College

Date Title
2019.12.6 Mechanisms of Machine Learning (in Japanese)

© Mahito Sugiyama 2022