
Makoto Yamada (Ph.D.)
Title
Team Leader
Members
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Team leaderMakoto Yamada
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Special postdoctoral researcherHector Climente Gonzalez
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Postdoctoral researcherDinesh Singh
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Postdoctoral researcherThanh Tam Le
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Senior visiting scientistKenji Fukumizu
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Senior visiting scientistShigeyuki Matsui
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Visiting scientistBenjamin Michel Claude Poignard
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Visiting scientistTaichiro Endo
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Visiting scientistMasaaki Imaizumi
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Visiting scientistYuta Itoh
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Visiting scientistHeewon Park
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Visiting scientistHisashi Kashima
Introduction

We are focusing on developing machine learning algorithm for large p and small n problems such as biomarker discovery and toxicogenomics prediction. In particular, we are interested in nonlinear feature selection algorithms for such high-dimensional data, and proposing simple yet efficient algorithms. Ultimately, we want to build a machine learning framework to automatically find an important information from data.
Main Research Field
Computer Science
Research Subjects
High-dimensional Feature Selection
Transfer Learning
Transfer Learning
Laboratory Website URL
RIKEN Website URL
Introduction Video
Poster(s)
- FY2019 Research Results (Japanese version)
- FY2018 Research Results (Japanese version)
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