Kohei Hatano (Ph.D.)
Title
Team Leader
Members
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Team leaderKohei Hatano
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Research scientistSherief Hashima
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Visiting scientistDaiki Suehiro
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Part-time worker IXuanke Jiang
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Part-time worker IShang Lu
Introduction
We try to formulate and solve various problems in machine learning from a theoretical computer science perspective. One of our primary research topics is online decision making problems, where the (possibly adversarial) environment and the player interact iteratively. Our goal is to clarify the limits of the player’s strategies for various online decision problems under continuous/discrete constraints and to develop robust and efficient strategies based on theoretical analyses. We also keep connections with other different areas and investigate new applications of machine learning techniques.
Main Research Field
Computer Science
Research Subjects
Online Prediction
Machine Learning
Applications of machine learning to other disciplines
Machine Learning
Applications of machine learning to other disciplines
Laboratory Website URL
RIKEN Website URL
Introduction Video
Poster(s)
- FY2023 Research Results(PDF 1MB) (Japanese version)
- FY2022 Research Results(PDF 884KB)(Japanese version)
- FY2021 Research Results(PDF 1.85MB)(Japanese version)
- FY2019 Research Results (Japanese version)
- FY2018 Research Results (Japanese version)
Related posts
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