인공지능대학원인공지능대학원

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교원
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People

교원

Gi-Soo Kim김지수

  • Machine Learning
  • 연구실Statistical Decision Making Lab. 통계적 의사결정

Career History

  • 2013: B.Agr. Food Science and Biotechnology, B.S. Statistics, Seoul National University
  • 2015: M.S. Statistics, Seoul National University
  • 2019: Ph.D. Statistics, Seoul National University
  • 2019-2020: Postdoctoral Researcher, SNU
  • 2020-2025: Assistant Professor, Department of Industrial Engineering, Artificial Intelligence Graduate School, UNIST
  • 2025-Present: Associate Professor, Artificial Intelligence Graduate School, Department of Industrial Engineering, UNIST

Intro

  • The Statistical Decision Making (SDM) Lab conducts research on statistical approaches to adaptive decision making and machine learning under distribution shift. We develop algorithms by integrating online learning and optimization techniques to adapt models to streaming data and evolving environments. Our research focuses particularly on multi-armed bandits and domain adaptation, along with related topics such as offline policy evaluation.

Research Field

  • Statistics, Machine Learning, Reinforcement Learning

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