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Seo Changho Lab

Seo Changho Lab

KAIST · Electrical Engineering

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Professor

Prof. 서창호

Professor's page · publications

About

서창호(Changho Suh) 교수의 Information Systems Lab은 정보이론·통신이론과 그 응용을 연구하는 KAIST 전기및전자공학부 연구실이다. 행렬완성(matrix completion)의 근본 한계, 분산 저장, 공정한 머신러닝/생성모델 등 정보이론적 관점의 기계학습 문제를 다룬다. UC Berkeley 박사·MIT 박사후연구원 출신으로 2023년 IEEE Fellow에 선임되었다.

Research keywords

Information Theorynetwork computingand bit-data processing

Selected publications

  • On the fundamental limits of matrix completion: Leveraging hierarchical similarity graphsIEEE Transactions on Information Theory, vol. 70, no. 3 · 2024
  • Improving fair training under correlation shiftsICML 2023 · 2023
  • A fair generative model using LeCam divergenceAAAI 2023 · 2023

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