Gendo Kumoi
Associate Professor, Nagaoka University of Technology
My research focuses on elucidating the theoretical foundations of machine learning and deep learning, and building on them to realize multimodal AI and advanced data-driven decision-making powered by large language models. I also work on cultivating data-science talent through educational engineering.
191
Publications
9
Awards
10
Grants & Funding
Research
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Decision-Making / DX
AI Decision Lab · Quantitative Philosophy · Career Ed · Behavior Sim · DX
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Community & Environment AI
Weather AI · Disaster Prevention · Forestry · Sensor Fusion
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Redesigning Learning
Data Science Education · AI Literacy · Cognitive Load
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ML Theory
Probability Calibration · Fairness · Reliability · ECOC