Email : email@example.com Office : Room 2108, LG-Semicon Hall Address : School of Electrical Engineering, KAIST, 291, Daehak-ro, Yuseong-gu, Daejeon (34141), Republic of Korea
Research Associate Professor, School of Electrical Engineering, KAIST
Member of the Korean Statistical Society, Bayesian research Member of the Korean Society of Climate Change Research
Ph.D. in the Department of Statistics from the Seoul National University
B.S. in the Department of Statistics from the Seoul National University
Areas of Interest
Statistical learning, Big data analysis, High dimensional data analysis
Bayesian nonparametrics, Survival analysis, Latent variable analysis
Detection of Gene–Environment Interactions in a Family–Based Population Using SCAD (2017), Gwangsu Kim, Chao–Qiang Lai, Donna K. Arnett, Laurence D. Parnell, Jose M. Ordovas, Yongdai Kim, Joungyoun Kim, Statistics in Medicine, 36:22, 3547-3559.
Bayesian Analysis of the Proportional Hazards Model with Time-Varying Coefficients (2017), Gwangsu Kim, Taeryon Choi and Yongdai Kim, Scandinavian Journal of Statistics, 44:2, 524-544.
Current trends in high dimensional massive data analysis (2016), Woncheol Jang, Gwangsu Kim and Joungyoun Kim, The Korean Journal of Applied Statistics, 29:6, 999-1005.
Bayesian analysis to detect abrupt changes in extreme hydrological processes (2016), Seongil Jo, Gwangsu Kim and Jong-June Jeon, Journal of Hydrology, 538, 63-70
Sparse Bayesian Representation in Time-Frequency Domain (2015), Gwangsu Kim, Jeongran Lee, Yongdai Kim and Hee-Seok Oh, Journal of Statistical Planning and Inference, 166, 126-137.
Recent 3 years until 2017. 9
Published: 4 articles in SCI journals, 2 articles of SCIE journals, 1 article in ESCI journals, 2 articles in KCI journals
Accepted: 1 article in SCI journals
Elementary statistics, Mathematical statistics
Introduction to probability, Engineering statistics
Multivariate analysis, Data mining
Bayesian inference, Computational statistics
2011 BNP Workshop, Veracruz, Mexico
The posterior convergence rate of Cox's partial likelihood 2014 ICTC, Busan, Korea
A Statistical Approach to Smooth Video Quality Adaptation in IEEE 802.11 Wireless LANs