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SUGIYAMA Masashi

SUGIYAMA Masashi
Professor
Department of Complexity Science and Engineering (GR), Graduate School of Frontier Science, Department of Information Science (UG), Graduate School of Frontier Sciences
E-mail sugi@is.s.u-tokyo.ac.jp
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Research Field

Machine Learning, Statistical Data Analysis

Research Subject

Theory, Algorithm, and Application of Machine Learning

Current Research

With the dramatic performance improvement of information and communication technology, intelligent information processing that can be done only by humans is becoming possible also by computers. We are working on various research topics related to intelligent data analysis, called machine learning, in the field of artificial intelligence.

Keywords

Supervised learning, unsupervised learning, reinforcement learning, learning theory, learning algorithm