Kwangho Kim

About

Kwangho Kim at a whiteboard, pointing at the truncated factorization used to define an interventional distribution.

Kwangho Kim is an Associate Professor at Korea University, jointly appointed in the Department of Statistics, the Department of Data Science, and the Graduate School of Interdisciplinary Data Science.

His research concerns quantities that decisions depend on but that were never observed: what would follow from an action not taken, or from a policy applied to a different population. He develops statistical and machine-learning methods for estimating them reliably.

Before joining Korea University in 2023, he was the Marshall J. Seidman Postdoctoral Fellow in the Department of Health Care Policy at Harvard Medical School, where he worked with José R. Zubizarreta. He earned a joint Ph.D. in Statistics and Machine Learning from Carnegie Mellon University under the supervision of Edward H. Kennedy and Larry A. Wasserman. He also collaborated with Alessandro Rinaldo and Frédéric Chazal during his PhD. His experience as a quantitative researcher across diverse industries continues to shape the methodological questions he pursues.

Education

  • Joint Ph.D. in Statistics and Machine Learning

    Carnegie Mellon University — advised by Edward H. Kennedy, co-advised by Larry A. Wasserman

    2020

  • M.S. in Machine Learning

    Carnegie Mellon University

    2018

  • M.S. in Statistics

    Stanford University

    2016

  • B.S. in Electrical Engineering and B.S. in Mathematical Sciences

    KAIST — summa cum laude

    2012

Professional Experience

  • Marshall J. Seidman Postdoctoral Fellow

    Harvard Medical School, Department of Health Care Policy — with José R. Zubizarreta

    2020–2023

  • Data Scientist Intern, Advanced Measurement Technology

    Google, New York

    2019

  • Graduate Research Assistant

    Stanford Graduate School of Business — with Guido W. Imbens

    2015–2016

  • Quantitative Researcher

    Samsung Asset Management, Seoul

    2013–2014

  • Quantitative Analyst Intern

    Citibank, Seoul

    2011