Mahito Sugiyama

I am an associate professor at National Institute of Informatics. My research field is computer science, in particular, I am interested in machine learning, data mining, and knowledge discovery. My central research area is between discrete and continuous worlds.


I became an associate professor at National Institute of Informatics NEW
A review (in Japanese) about significant pattern mining is published at Communications of the Operations Research Society of Japan. PDF NEW
I will give a talk about partial order structure and information geometry at The 19th Information-Based Induction Sciences Workshop (IBIS 2016, 2016.11.16-19) Slide
Our paper "Finding Combinations of Binary Variables with Guaranteed Accuracy" (First author: Yoshito Baba) has been accepted to NIPS 2016 Workshop Adaptive and Scalable Nonparametric Methods in Machine Learning (2016.12.10) PDF
Our paper "Halting in Random Walk Kernels" (Mahito Sugiyama, Karsten Borgwardt) was selected as IEICE TC-IBISML Research Award Finalist
Our paper "Information Decomposition on Structured Space" has been accepted to The 2016 IEEE International Symposium on Information Theory (ISIT 2016, 2016.7.10-15) arXiv Slide Code (GitHub)
Our proposals have been accepted to the Grants-in-Aid for Scientific Research (KAKENHI) "Grant-in-Aid for Young Scientists (B)" (PI) and "Scientific Research (B)" (Co-Investigator)

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