Lecture

Data Mining, SOKENDAI (NII)

Date Title
2019.10.18 Learning and Computing
2017.10.27 Pattern Mining
2017.11.10 Graph Mining
2017.11.17 Supervised Pattern Mining
2017.11.24 Boltzmann Machines
2017.12.1 Bias-variance tradeoff
2017.12.8 Clustering
2017.12.15 Outlier Detection
2018.1.9 Classification
2018.1.16 Support Vector Machines
2018.1.19 Feature Selection

Introduction to Big Data Science, SOKENDAI (NII)

Date Title
2018.11.28 Machine Learning for Graph Structured Data

Introduction to Intelligent Systems Science II, SOKENDAI (NII)

Date Title
2019.10.21 Machine Learning and Information Geometry
2019.10.28 Machine Learning and Information Geometry II