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The Center for Data Science Education and Research
Cross-Appointed at the Institute of Scientific and Industrial Research, Osaka University
Team Leader, Causal Inference Team, RIKEN Center for Advanced Intelligence Project
Email: shohei-shimizu biwako.shiga-u.ac.jp
News and tweets: sshimizu2006
Research scientist and postdoctoral researcher position in machine learning, signal processing, statistics, and causality available in our group.
I work on developing novel statistical methods to analyze data observed in social sciences, biomedical sciences, and natural sciences. The key is causal reasoning: Brief introduction and current research focus.
This project develops semiparametric methods for learning mathematical models known as structural equation models. An important application of those methods is causal discovery.
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