Yongdai Kim
Yongdai Kim
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Smoothly clipped absolute deviation on high dimensions
Y Kim, H Choi, HS Oh
Journal of the American Statistical Association 103 (484), 1665-1673, 2008
Blockwise sparse regression
Y Kim, J Kim, Y Kim
Statistica Sinica, 375-390, 2006
Quantitative analysis of back muscle degeneration in the patients with the degenerative lumbar flat back using a digital image analysis: comparison with the normal controls
JC Lee, JG Cha, Y Kim, YI Kim, BJ Shin
Spine 33 (3), 318-325, 2008
Calibrating non-convex penalized regression in ultra-high dimension
L Wang, Y Kim, R Li
Annals of statistics 41 (5), 2505, 2013
Risk factors of adjacent segment disease requiring surgery after lumbar spinal fusion: comparison of posterior lumbar interbody fusion and posterolateral fusion
JC Lee, Y Kim, JW Soh, BJ Shin
Spine 39 (5), E339-E345, 2014
Early initiation of breastfeeding and the risk of infant diarrhea in rural Egypt
J Clemens, RA Elyazeed, M Rao, S Savarino, BZ Morsy, Y Kim, T Wierzba, ...
Pediatrics 104 (1), e3-e3, 1999
Epidemiology of rotavirus diarrhea in Egyptian children and implications for disease control
AB Naficy, R Abu-Elyazeed, JL Holmes, MR Rao, SJ Savarino, Y Kim, ...
American journal of epidemiology 150 (7), 770-777, 1999
Consistent model selection criteria on high dimensions
Y Kim, S Kwon, H Choi
The Journal of Machine Learning Research 13 (1), 1037-1057, 2012
Gradient LASSO for feature selection
Y Kim, J Kim
Proceedings of the twenty-first international conference on Machine learning, 60, 2004
Smooth function approximation by deep neural networks with general activation functions
I Ohn, Y Kim
Entropy 21 (7), 627, 2019
Nonparametric Bayesian estimators for counting processes
Y Kim
Annals of statistics, 562-588, 1999
Logistic LASSO regression for the diagnosis of breast cancer using clinical demographic data and the BI-RADS lexicon for ultrasonography
SM Kim, Y Kim, K Jeong, H Jeong, J Kim
Ultrasonography 37 (1), 36, 2018
Ensemble method for privacy-preserving logistic regression based on homomorphic encryption
JH Cheon, D Kim, Y Kim, Y Song
IEEE Access 6, 46938-46948, 2018
Fast convergence rates of deep neural networks for classification
Y Kim, I Ohn, D Kim
Neural Networks 138, 179-197, 2021
A Bernstein–von Mises theorem in the nonparametric right-censoring model
Y Kim, J Lee
On posterior consistency of survival models
Y Kim, J Lee
Annals of Statistics, 666-686, 2001
Seroepidemiology of Helicobacter pylori infection in a population of Egyptian children
AB Naficy, RW Frenck, R Abu-Elyazeed, Y Kim, MR Rao, SJ Savarino, ...
International journal of epidemiology 29 (5), 928-932, 2000
An outbreak of typhoid fever, Xing-An County, People’s Republic of China, 1999: estimation of the field effectiveness of Vi polysaccharide typhoid vaccine
HH Yang, PE Kilgore, LH Yang, JK Park, YF Pan, Y Kim, YJ Lee, ZY Xu, ...
The Journal of infectious diseases 183 (12), 1775-1780, 2001
The Bernstein–von Mises theorem for the proportional hazard model
Y Kim
A gradient-based optimization algorithm for lasso
J Kim, Y Kim, Y Kim
Journal of Computational and Graphical Statistics 17 (4), 994-1009, 2008
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